From 0b11c8e36f1f0c9a7ba492227ed69e0bdf971d0e Mon Sep 17 00:00:00 2001 From: ashmoy Date: Thu, 17 Apr 2025 11:04:44 -0400 Subject: [PATCH 1/3] clic --- CLIC/CLIC.py | 585 ++++++++++++++++++++++++ CLIC/Resources/Icons/CLIC.png | Bin 0 -> 530269 bytes CLIC/Resources/UI/CLIC.ui | 240 ++++++++++ CLIC/testing/test_CanineSegmentation.py | 0 4 files changed, 825 insertions(+) create mode 100644 CLIC/CLIC.py create mode 100644 CLIC/Resources/Icons/CLIC.png create mode 100644 CLIC/Resources/UI/CLIC.ui create mode 100644 CLIC/testing/test_CanineSegmentation.py diff --git a/CLIC/CLIC.py b/CLIC/CLIC.py new file mode 100644 index 0000000..1b6ac97 --- /dev/null +++ b/CLIC/CLIC.py @@ -0,0 +1,585 @@ +import os +import slicer +import qt +import webbrowser +import ctk +from slicer.ScriptedLoadableModule import * + +# --- Les imports externes suivants sont remplacés par un lazy import, +# afin de permettre le chargement du module même si ces librairies ne sont pas installées --- +# import torch +# import subprocess +import numpy as np +# import nibabel as nib +# from torchvision.models.detection import maskrcnn_resnet50_fpn +# from torchvision.models.detection.faster_rcnn import FastRCNNPredictor +# from torchvision.models.detection.mask_rcnn import MaskRCNNPredictor +# import scipy.ndimage +# import time +# from CondaSetUp import CondaSetUpCall, CondaSetUpCallWsl +import threading +import logging +# import requests +# import glob +# import zipfile +# import queue +# import sys +# import vtk + +from slicer.util import VTKObservationMixin + +# --- Fonction de lazy import --- +def lazy_import(module_name, fromlist=None): + return __import__(module_name, fromlist=fromlist) + +def PathFromNode(node): + storageNode = node.GetStorageNode() + if storageNode is not None: + filepath = storageNode.GetFullNameFromFileName() + else: + filepath = None + return filepath + +# Classe pour diffuser l'avancement et les logs +class ProgressUpdater(qt.QObject): + progressChanged = qt.Signal(int) + logChanged = qt.Signal(str) + +class CLIC(ScriptedLoadableModule): + def __init__(self, parent): + ScriptedLoadableModule.__init__(self, parent) + self.parent.title = "CLIC" + self.parent.categories = ["Automated Dental Tools"] + self.parent.dependencies = [] + self.parent.contributors = ["Enzo Tulissi (CPE Lyon & UoM), Lucia Cevidanes (UoM), Juan Carlos Prieto (UoNC)"] + self.parent.helpText = """This module performs segmentation using a Mask R-CNN model.""" + self.parent.acknowledgementText = "Thanks to the community for support." + +class CLICWidget(ScriptedLoadableModuleWidget, VTKObservationMixin): + def __init__(self, parent=None): + ScriptedLoadableModuleWidget.__init__(self, parent) + VTKObservationMixin.__init__(self) + self.logic = None + self._parameterNode = None + self._updatingGUIFromParameterNode = False + self.CBCT_as_input = True + self.folder_as_input = False + self.MRMLNode_scan = None + self.input_path = None + self.model_folder = None + self.output_folder = None + self.goup_output_files = False + self.scan_count = 0 + # Listes pour conserver scans et segmentations + self.scanNodes = [] + self.segmentationNodes = [] + self.ui_queue = lazy_import("queue").Queue() + self._shObserverTag = None + + def UpdateSaveType(self, checked): + self.goup_output_files = checked + self.ui.SearchSaveFolder.setHidden(checked) + self.ui.SaveFolderLineEdit.setHidden(checked) + self.ui.PredictFolderLabel.setHidden(checked) + + def setup(self): + # Import lazy pour CondaSetUpCallWsl + try: + CondaSetUpCallWsl = lazy_import("CondaSetUp", fromlist=["CondaSetUpCallWsl"]).CondaSetUpCallWsl + self.conda_wsl = CondaSetUpCallWsl() + except Exception as e: + self.conda_wsl = None + print(f"[WARN] CondaSetUp n'a pas pu être importé en lazy: {e}") + ScriptedLoadableModuleWidget.setup(self) + uiWidget = slicer.util.loadUI(self.resourcePath('UI/CLIC.ui')) + self.layout.addWidget(uiWidget) + self.ui = slicer.util.childWidgetVariables(uiWidget) + uiWidget.setMRMLScene(slicer.mrmlScene) + + # Création de la logique métier + self.logic = CLICLogic() + + # Connecter les signaux pour la progression et les logs + self.progressUpdater = ProgressUpdater() + self.progressUpdater.progressChanged.connect(lambda value: self.ui.progressBar.setValue(value)) + self.progressUpdater.logChanged.connect(lambda text: self.ui.logTextEdit.append(text)) + + self.ui.SavePredictCheckBox.toggled.connect(self.UpdateSaveType) + self.ui.DownloadModelPushButton.clicked.connect(self.onModelDownloadButton) + self.ui.SearchScanFolder.clicked.connect(self.onSearchScanButton) + self.ui.SearchModelFolder.clicked.connect(self.onSearchModelButton) + self.ui.SearchSaveFolder.clicked.connect(self.onSearchSaveButton) + self.ui.PredictionButton.clicked.connect(self.onPredictButton) + self.ui.CancelButton.clicked.connect(self.onCancel) + + self.ui.progressBar.setVisible(False) + self.ui.PredScanProgressBar.setVisible(False) + self.RunningUI(False) + self.initializeParameterNode() + + # Ajout d'un observateur pour le Subject Hierarchy + shNode = slicer.vtkMRMLSubjectHierarchyNode.GetSubjectHierarchyNode(slicer.mrmlScene) + if shNode: + self._shObserverTag = shNode.AddObserver("SubjectHierarchyItemModifiedEvent", self.onSubjectHierarchyModified) + else: + print("[WARN] Impossible d'obtenir le Subject Hierarchy Node.") + + def SwitchInputExtension(self, index): + if index == 1: + self.ui.ScanPathLabel.setText('DICOM Folder') + else: + self.ui.ScanPathLabel.setText('Scan File/Folder') + + def onNodeChanged(self): + self.MRMLNode_scan = slicer.mrmlScene.GetNodeByID(self.ui.MRMLNodeComboBox.currentText) + if self.MRMLNode_scan: + self.input_path = PathFromNode(self.MRMLNode_scan) + self.scan_count = 1 + self.ui.PrePredInfo.setText("Number of scans to process: 1") + self.load_nii_in_slicer(self.input_path) + return True + return False + + # Observateur pour la hiérarchie des sujets + def onSubjectHierarchyModified(self, caller, event): + shNode = caller + activeItemID = shNode.GetActiveItemID() + if activeItemID: + activeNode = shNode.GetItemDataNode(activeItemID) + if activeNode and activeNode.IsA("vtkMRMLSegmentationNode"): + self.currentSegNode = activeNode + self.attachCornerLegend(activeNode) + + def onModelDownloadButton(self): + model_url = "https://github.com/ashmoy/maskRcnn/releases/download/model/final_model.pth" + default_model_folder = os.path.join(os.path.expanduser("~"), "Documents", "CLIC_Models") + os.makedirs(default_model_folder, exist_ok=True) + model_path = os.path.join(default_model_folder, "final_model.pth") + try: + self.ui.PredScanLabel.setText("Downloading model...") + self.ui.PredScanProgressBar.setVisible(True) + # Lazy import de requests + requests = lazy_import("requests") + response = requests.get(model_url, stream=True) + response.raise_for_status() + total_size = int(response.headers.get('content-length', 0)) + downloaded_size = 0 + chunk_size = 1024 + with open(model_path, 'wb') as file: + for data in response.iter_content(chunk_size=chunk_size): + file.write(data) + downloaded_size += len(data) + progress = (downloaded_size / total_size) * 100 if total_size > 0 else 0 + self.ui.PredScanProgressBar.setValue(int(progress)) + self.ui.lineEditModelPath.setText(default_model_folder) + self.model_folder = default_model_folder + self.ui.PredScanLabel.setText("Model downloaded successfully!") + except Exception as e: + qt.QMessageBox.warning(self.parent, 'Error', f"Failed to download model: {str(e)}") + self.ui.PredScanLabel.setText("Error during download.") + finally: + self.ui.PredScanProgressBar.setVisible(False) + + def onSearchScanButton(self): + scan_folder = qt.QFileDialog.getExistingDirectory(self.parent, "Select a scan folder") + if scan_folder: + self.input_path = scan_folder + self.ui.lineEditScanPath.setText(self.input_path) + + def onSearchModelButton(self): + model_path = qt.QFileDialog.getExistingDirectory(self.parent, "Select Model Folder", "") + if model_path: + self.model_folder = model_path + self.ui.lineEditModelPath.setText(model_path) + + def onSearchSaveButton(self): + save_folder = qt.QFileDialog.getExistingDirectory(self.parent, "Select Save Folder", "") + if save_folder: + self.output_folder = save_folder + self.ui.SaveFolderLineEdit.setText(save_folder) + + def check_dependencies(self): + self.ui_queue.put(("log", "Checking required libraries...")) + required_libraries = ["torch", "nibabel", "numpy", "scipy", "requests"] + missing_libraries = [] + for lib in required_libraries: + try: + __import__(lib) + except ImportError: + missing_libraries.append(lib) + if missing_libraries: + self.ui_queue.put(("log", f"Missing libraries detected: {', '.join(missing_libraries)}")) + reply = qt.QMessageBox.question( + self.parent, + "Missing Dependencies", + f"The following libraries are missing: {', '.join(missing_libraries)}.\nDo you want to install them automatically?", + qt.QMessageBox.Yes | qt.QMessageBox.No + ) + if reply == qt.QMessageBox.Yes: + import sys + import subprocess + for lib in missing_libraries: + try: + self.ui_queue.put(("log", f"Installing library: {lib}...")) + if lib == "torch": + subprocess.check_call([ + sys.executable, "-m", "pip", "install", "torch", "torchvision", "torchaudio", + "--index-url", "https://download.pytorch.org/whl/cu118" + ]) + else: + subprocess.check_call([sys.executable, "-m", "pip", "install", lib]) + except Exception as e: + self.ui_queue.put(("log", f"Failed to install {lib}: {str(e)}")) + qt.QMessageBox.critical( + self.parent, + "Installation Error", + f"Failed to install {lib}. Error: {str(e)}" + ) + return False + for lib in missing_libraries: + try: + __import__(lib) + except ImportError: + self.ui_queue.put(("log", f"Failed to load {lib} after installation.")) + qt.QMessageBox.critical( + self.parent, + "Dependency Error", + f"Failed to load {lib} after installation. Please install it manually." + ) + return False + else: + self.ui_queue.put(("log", "User chose not to install missing libraries.")) + qt.QMessageBox.critical( + self.parent, + "Missing Dependencies", + "Please install the missing libraries manually before proceeding." + ) + return False + self.ui_queue.put(("log", "All required libraries are installed and ready to use.")) + return True + + def onPredictButton(self): + if not self.check_dependencies(): + return + if not self.input_path: + qt.QMessageBox.warning(self.parent, 'Warning', 'Please select an input file/folder') + return + if not self.model_folder: + qt.QMessageBox.warning(self.parent, 'Warning', 'Please select a model folder') + return + + param = { + "input_path": self.input_path, + "model_folder": self.model_folder, + "output_dir": self.output_folder, + "suffix": self.ui.suffixLineEdit.text + } + + def update_progress(progress): + self.ui_queue.put(("progress", progress)) + + def update_log(message): + self.ui_queue.put(("log", message)) + + def display_callback(action, file_path): + self.ui_queue.put((action, file_path)) + + self.segmentationLoadedEvent = threading.Event() + + try: + self.RunningUI(True) + self.processThread = threading.Thread( + target=self.logic.process, + args=(param, update_progress, update_log, display_callback, self.segmentationLoadedEvent) + ) + self.processThread.start() + + import time + start_time = time.time() + while self.processThread.is_alive(): + slicer.app.processEvents() + current_time = time.time() + self.ui.TimerLabel.setText(f"Time elapsed: {current_time - start_time:.2f}s") + self.process_ui_queue() + time.sleep(0.1) + self.process_ui_queue() + self.ui_queue.put(("log", "Segmentation completed successfully!")) + except Exception as e: + self.ui_queue.put(("log", f"An error occurred during segmentation: {str(e)}")) + finally: + self.RunningUI(False) + + def process_ui_queue(self): + while not self.ui_queue.empty(): + action, data = self.ui_queue.get() + if action == "progress": + self.ui.progressBar.setValue(int(data)) + elif action == "log": + self.ui.logTextEdit.append(data) + elif action == "loadScan": + self.load_nii_in_slicer(data) + elif action == "segmentation": + self.load_segmentation(data) + + def load_segmentation(self, seg_file): + def load_and_attach(): + segNode = slicer.util.loadSegmentation(seg_file) + if not segNode: + qt.QMessageBox.critical(self.parent, + "Erreur de chargement", + f"Échec du chargement de la segmentation pour :\n{seg_file}") + return + segNode.SetName(os.path.basename(seg_file)) + self.segmentationNodes.append(segNode) + self.currentSegNode = segNode + self.attachCornerLegend(segNode) + if hasattr(self, 'segmentationLoadedEvent') and self.segmentationLoadedEvent: + self.segmentationLoadedEvent.set() + qt.QTimer.singleShot(0, load_and_attach) + + def attachCornerLegend(self, segmentationNode=None): + import vtk + layoutManager = slicer.app.layoutManager() + if segmentationNode is None: + segmentationNode = self.currentSegNode + if not segmentationNode: + print("[WARN] Aucun nœud de segmentation actif.") + return + label_names = {1: "Buccal", 2: "Bicortical", 3: "Palatal"} + fixed_colors = {1: (0.0, 1.0, 0.0), 2: (1.0, 1.0, 0.0), 3: (0.6, 0.4, 0.2)} + segmentation = segmentationNode.GetSegmentation() + segmentIDs = vtk.vtkStringArray() + segmentation.GetSegmentIDs(segmentIDs) + for i in range(segmentIDs.GetNumberOfValues()): + seg_id = segmentIDs.GetValue(i) + segment = segmentation.GetSegment(seg_id) + label_value = segment.GetLabelValue() + if label_value in fixed_colors: + segment.SetColor(*fixed_colors[label_value]) + for viewName in ["Red", "Yellow", "Green"]: + try: + view = layoutManager.sliceWidget(viewName).sliceView() + renderer = view.renderWindow().GetRenderers().GetFirstRenderer() + for actor in list(renderer.GetActors2D()): + if hasattr(actor, "_isLegendActor") and actor._isLegendActor: + renderer.RemoveActor(actor) + base_y = 0.85 + spacing = 0.06 + font_size = 16 + i = 0 + for label in [1, 2, 3]: + name = label_names[label] + color = fixed_colors[label] + full_text = f"■ {name}" + text_actor = vtk.vtkTextActor() + text_actor.SetInput(full_text) + prop = text_actor.GetTextProperty() + prop.SetFontSize(font_size) + prop.SetFontFamilyToArial() + prop.SetColor(*color) + prop.BoldOn() + prop.ShadowOff() + text_actor.GetPositionCoordinate().SetCoordinateSystemToNormalizedDisplay() + text_actor.SetPosition(0.77, base_y - i * spacing) + text_actor._isLegendActor = True + renderer.AddActor2D(text_actor) + i += 1 + view.forceRender() + except Exception as e: + print(f"[WARN] Could not update annotation for {viewName} view: {e}") + + def reapplyLegend(self, sliceView, text): + try: + renderer = sliceView.renderWindow().GetRenderers().GetFirstRenderer() + if hasattr(sliceView, "cornerAnnotation") and sliceView.cornerAnnotation: + sliceView.cornerAnnotation.SetText(0, text) + renderer.AddViewProp(sliceView.cornerAnnotation) + sliceView.forceRender() + except Exception as e: + print(f"[WARN] Failed to reapply legend: {e}") + + def onCancel(self): + if self.logic: + self.logic.cancelRequested = True + self.progressUpdater.logChanged.emit("Cancellation requested.") + if hasattr(self, "processThread") and self.processThread.is_alive(): + self.processThread.join(1) + self.ui.PredScanLabel.setText("Prediction canceled.") + + def RunningUI(self, running): + self.ui.PredictionButton.setEnabled(not running) + self.ui.CancelButton.setEnabled(running) + self.ui.progressBar.setVisible(running) + + def initializeParameterNode(self): + pass + + def load_nii_in_slicer(self, nii_file): + if not os.path.exists(nii_file): + raise FileNotFoundError(f"NIfTI file not found: {nii_file}") + volume_node = slicer.util.loadVolume(nii_file) + slicer.app.layoutManager().setLayout(slicer.vtkMRMLLayoutNode.SlicerLayoutFourUpView) + slicer.util.setSliceViewerLayers(background=volume_node) + self.MRMLNode_scan = volume_node + self.scanNodes.append(volume_node) + +class CLICLogic(ScriptedLoadableModuleLogic): + CLASS_NAMES = {1: "buccal", 2: "bicortical", 3: "palatal"} + + def __init__(self): + ScriptedLoadableModuleLogic.__init__(self) + self.seg_files = [] + self.cancelRequested = False + + def get_model_instance_segmentation(self, num_classes): + # Lazy import des modules TorchVision requis + maskrcnn_resnet50_fpn = lazy_import("torchvision.models.detection", fromlist=["maskrcnn_resnet50_fpn"]).maskrcnn_resnet50_fpn + FastRCNNPredictor = lazy_import("torchvision.models.detection.faster_rcnn", fromlist=["FastRCNNPredictor"]).FastRCNNPredictor + MaskRCNNPredictor = lazy_import("torchvision.models.detection.mask_rcnn", fromlist=["MaskRCNNPredictor"]).MaskRCNNPredictor + model = maskrcnn_resnet50_fpn(weights=None) + in_features = model.roi_heads.box_predictor.cls_score.in_features + model.roi_heads.box_predictor = FastRCNNPredictor(in_features, num_classes) + in_features_mask = model.roi_heads.mask_predictor.conv5_mask.in_channels + hidden_layer = 256 + model.roi_heads.mask_predictor = MaskRCNNPredictor(in_features_mask, hidden_layer, num_classes) + return model + + def load_model(self, model_path, num_classes, device): + torch = lazy_import("torch") + + model = self.get_model_instance_segmentation(num_classes) + model.load_state_dict(torch.load(model_path, map_location=device)) + model.to(device) + model.eval() + return model + + def process_nii_file(self, model, nii_path, device, progress_callback=None, log_callback=None, score_threshold=0.7): + scipy = lazy_import("scipy.ndimage") + torch = lazy_import("torch") + nib = lazy_import("nibabel") + nib_vol = nib.load(nii_path) + vol_data = nib_vol.get_fdata(dtype=np.float32) + H, W, Z = vol_data.shape + if log_callback: + log_callback("Processing slices for file: " + nii_path) + all_detections = [] + slice_counts = {"buccal": {"left": 0, "right": 0}, + "bicortical": {"left": 0, "right": 0}, + "palatal": {"left": 0, "right": 0}} + for z in range(Z): + if self.cancelRequested: + if log_callback: + log_callback("Processing cancelled during slice processing at slice %d." % z) + break + slice_2d = vol_data[..., z] + slice_norm = self.normalize_slice(slice_2d) + slice_tensor = torch.from_numpy(slice_norm).unsqueeze(0).repeat(3, 1, 1).float().to(device) + with torch.no_grad(): + preds = model([slice_tensor])[0] + scores = preds["scores"] + masks = preds.get("masks", None) + labels = preds["labels"] + keep = scores >= score_threshold + scores = scores[keep] + labels = labels[keep] + if masks is not None: + masks = masks[keep] + if masks is None or len(scores) == 0: + if progress_callback: + progress = ((z + 1) / Z) * 100 + progress_callback(progress) + continue + labels_np = labels.cpu().numpy() + masks_np = (masks > 0.5).squeeze(1).cpu().numpy() + for i in range(len(masks_np)): + l = int(labels_np[i]) + mk = masks_np[i] + com = scipy.ndimage.center_of_mass(mk) + side = "left" if com[0] < (H / 2) else "right" + slice_counts[self.CLASS_NAMES[l]][side] += 1 + all_detections.append({ + "label": l, + "slice_z": z, + "mask_2d": mk + }) + if progress_callback: + progress = ((z + 1) / Z) * 100 + progress_callback(progress) + return vol_data, nib_vol, all_detections, slice_counts + + def normalize_slice(self, slice_2d): + mn, mx = slice_2d.min(), slice_2d.max() + if (mx - mn) > 1e-8: + return (slice_2d - mn) / (mx - mn) + else: + return np.zeros_like(slice_2d, dtype=np.float32) + + def save_nii(self, vol_np, nib_ref, out_path): + nib = lazy_import("nibabel") + nii_img = nib.Nifti1Image(vol_np.astype(np.int16), nib_ref.affine, nib_ref.header) + nib.save(nii_img, out_path) + + def process(self, parameters, progress_callback=None, log_callback=None, display_callback=None, sync_event=None): + try: + nib = lazy_import("nibabel") + torch = lazy_import("torch") + glob = lazy_import("glob") + self.cancelRequested = False + input_path = parameters["input_path"] + model_folder = parameters["model_folder"] + output_dir = parameters["output_dir"] + # Récupération du suffixe avec une valeur par défaut "seg" + suffix = parameters.get("suffix", "seg") + suffix = suffix if suffix else "seg" + device = torch.device("cuda" if torch.cuda.is_available() else "cpu") + model_files = glob.glob(os.path.join(model_folder, "*.pth")) + if not model_files: + raise FileNotFoundError("No .pth files found in the specified model folder.") + model_path = model_files[0] + num_classes = 4 + model = self.load_model(model_path, num_classes, device) + if os.path.isfile(input_path) and (input_path.endswith(".nii") or input_path.endswith(".nii.gz")): + file_list = [input_path] + elif os.path.isdir(input_path): + file_list = glob.glob(os.path.join(input_path, "*.nii")) + glob.glob(os.path.join(input_path, "*.nii.gz")) + else: + raise ValueError("Invalid input path. Please provide a valid .nii/.nii.gz file or folder.") + seg_files = [] + for nii_file in file_list: + if self.cancelRequested: + if log_callback: + log_callback("Processing cancelled before file: " + nii_file) + break + if log_callback: + log_callback("Processing file: " + nii_file) + if display_callback: + display_callback("loadScan", nii_file) + vol_data, nib_ref, detections, counts = self.process_nii_file(model, nii_file, device, progress_callback, log_callback) + if log_callback: + log_callback("Finished processing file: " + nii_file) + seg_data = np.zeros(vol_data.shape, dtype=np.int16) + for det in detections: + z = det["slice_z"] + mask = det["mask_2d"] + label = det["label"] + seg_data[..., z][mask] = label + base_name = os.path.basename(nii_file).replace(".nii.gz", "").replace(".nii", "") + scan_output_folder = os.path.join(output_dir, base_name) + os.makedirs(scan_output_folder, exist_ok=True) + output_seg_path = os.path.join(scan_output_folder, f"{base_name}_{suffix}.nii.gz") + nii_img = nib.Nifti1Image(seg_data.astype(np.int16), nib_ref.affine, nib_ref.header) + nii_img.header['descrip'] = str(self.CLASS_NAMES) + nib.save(nii_img, output_seg_path) + seg_files.append(output_seg_path) + if display_callback: + display_callback("segmentation", output_seg_path) + if sync_event is not None: + sync_event.wait() + sync_event.clear() + if log_callback: + log_callback("Processing completed successfully.") + self.seg_files = seg_files + except Exception as e: + if log_callback: + log_callback(f"Error during processing: {str(e)}") + raise diff --git a/CLIC/Resources/Icons/CLIC.png b/CLIC/Resources/Icons/CLIC.png new file mode 100644 index 0000000000000000000000000000000000000000..fca3b9af21a2d111d396c4951f15a2484fd20b41 GIT binary patch literal 530269 zcmV)7K*zs{P)9zYW`p1Z~&h`T#_C{XZm^dws#iZ1=05R{hml)bUY3?B7M%#z!Ht@JaY9 zAhLUTL%{zW@EvCrNT)aO7x@Ng!vE86P{G@OE&S0>zd=P(d8OBA@U$?T>sR>3e<}Dx 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+ + 0 + 0 + 600 + 800 + + + + + + + Inputs + + + + + + + + + + + Select Scan File/Folder + + + + + + + + + + + + + + Browse + + + + + + + + + + + + + + + + + + + + + Models + + + + + + + + Download Model + + + + + + + + + 0 + + + + + + + Model Folder + + + + + + + + + + Choose + + + + + + + + + + Outputs + + + + + + + + Save Predictions in Input Folder + + + + + + + Choose Save Folder + + + + + + + + + + + + Suffix: + + + + + + + Enter suffix + + + + + + + + + + + Prediction Folder + + + + + + + + + + + + + + + Compute + + + + + + Run + + + + + + + 0 + + + + + + + Status: Idle + + + + + + + Time elapsed: 0.00s + + + + + + + Cancel + + + + + + + true + + + + + + + + + + true + + + + + + + + ctkCollapsibleButton + QWidget +
ctkCollapsibleButton.h
+ 1 +
+ + qMRMLWidget + QWidget +
qMRMLWidget.h
+ 1 +
+
+ + +
diff --git a/CLIC/testing/test_CanineSegmentation.py b/CLIC/testing/test_CanineSegmentation.py new file mode 100644 index 0000000..e69de29 From 1efceef493a8ccc6958c2aab1157af5e201d8c97 Mon Sep 17 00:00:00 2001 From: ashmoy Date: Mon, 21 Apr 2025 11:11:25 -0400 Subject: [PATCH 2/3] updated README --- README.md | 96 +++++++++++++++++++++++++++++++++++++++++++++++++++++-- 1 file changed, 94 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index c4ebe5c..1357ded 100644 --- a/README.md +++ b/README.md @@ -41,6 +41,7 @@ Slicer automated dental tools is an extension that allows users to perform autom | [MRI2CBCT](#mri2cbct-module) | Contains the steps to perform the registration of MRI and CBCT scans.| | [FlexReg](#flex-reg) | Registration of IOS patient per patient with customizable patch creation. | | [DOCShapeAXI](#doc-shapeaxi) | Automatic classification of 3D Shape. DOC-ShapeAXI is an acronym for Dental Oral and Craniofacial Shape Analysis eXplainability and Interpretability. | +| [CLI-C](#CLI-C-module) |Classification and Localization of Impacted Canines | These modules provide a convenient user interface, are available through the `Automated Dental Tools` module category, and share common features : @@ -71,6 +72,7 @@ Additionally, the following modules are implemented as python scripted command-l | [MRI2CBCT_REG](MRI2CBCT_REG) | Perform registration of MRI-CBCT scans | | [FlexReg_CLI](FlexReg_CLI) | Perform creation of patch and registration on IOS scans. | | [DOCShapeAXI](DOCShapeAXI_CLI) | Perform automatic classification of 3D Shape. | +| [CLI-C](CLI-C) |Classification and Localization of Impacted Canines | ## Requirements @@ -510,14 +512,104 @@ B. a folder named **Explainability** containing the visualization results: 5. Set the **Data Scalar Range** to **Auto** if not set ![Screenshot of the location and values of the visualization settings](DOCShapeAXI/Resources/Image/explainability_params.png) 6. Change the **Active Scalar** to the class you want to visualize +## CLI-C Module +## Overview + +**CLI-C** (Classification and Localization of Impacted Canines) is a 3D Slicer extension designed for automated segmentation of dental Cone-Beam Computed Tomography (CBCT) images using a deep learning Mask R-CNN model. It streamlines dental segmentation workflows for intra-osseous teeth, facilitating accurate identification and visualization of impacted canines for orthodontic and dental surgical planning. + +--- + +## Key Features + +- **Automatic Segmentation**: Precisely segments and classify impacted teeth, determininng the intra-osseous localization including buccal, bicortical, and palatal regions from CBCT scans. +- **Mask R-CNN Model Integration**: Utilizes advanced deep learning architectures to provide accurate and robust segmentation. +- **Progress Monitoring**: Real-time progress bar and log updates during segmentation tasks. +- **User-Friendly Interface**: Simple GUI integrated seamlessly within 3D Slicer. +- **Batch Processing**: Supports segmentation of single files or batch processing of entire directories of CBCT scans. + +--- + +## Installation + +### Prerequisites + +- [3D Slicer 5.6+](https://www.slicer.org/) +- Python packages: `torch`, `torchvision`, `nibabel`, `numpy`, `scipy`, `requests` + +The module checks and automatically installs these dependencies upon first usage. + +### Setup + + + **Load the Module in 3D Slicer** + + - Open 3D Slicer. + - Navigate to `Module → Slicer Automated Dental Tools → CLIC`. + +--- + +## Usage + +### Step 1: Load CBCT Data + +- Use the file dialog to select your CBCT image or directory containing multiple CBCT images. +- Available sample data for testing: [MN138.nii](https://github.com/ashmoy/maskRcnn/releases/download/test_files/MN138.nii) , [UM06.nii](https://github.com/ashmoy/maskRcnn/releases/download/test_files/UM06.nii) + +![image](https://github.com/user-attachments/assets/3f0e5bf4-4d0e-400f-b779-f16aa7d7f9d3) + +### Step 2: Download/Select Model + +- Click "Download Model" if using for the first time, or specify your existing model directory. + +![image](https://github.com/user-attachments/assets/2082c8ff-20bd-4d72-828e-59b8606fb01b) + + +### Step 3: Configure your output + +- Click "Choose save folder" if you want to a specific output folder or clic on save in input folder if you want the outputs in the same folder than the input +- write the suffix you want for th outputs + +![image](https://github.com/user-attachments/assets/1a2b5908-63ce-4d56-9bea-447fd0446c7e) + + +### Step 3: Run Segmentation + +- Click **Predict** to begin segmentation, if it s the first time you run a pop up will maybe ask you to install some dependency, clic on 'yes', the process will take a little time to start. +- Observe the progress bar and log output for real-time feedback. + +![image](https://github.com/user-attachments/assets/be74b94e-ff85-4f04-ad33-db2dfd673546) + + +### Step 4: Visualize Results + +- Segmentations automatically load into Slicer's viewer with clear labeling. +- A color-coded legend (Buccal, Bicortical, Palatal) appears in slice views. +- Be carefull, if you have scans with differents field of view in your input folder and you try to navigate through the scans when th process is end the views can turn black, in this case you have to clic on the button reset field of view. + +![image](https://github.com/user-attachments/assets/d5ebffe7-08c9-4e06-bbbf-5b391d5caa8e) + + +![image](https://github.com/user-attachments/assets/eb032449-9653-43d6-a83b-b9019e3fe39a) + + + + +## Contributing + + + +We welcome contributions! Please open issues or pull requests for enhancements and bug fixes. + +--- # Acknowledgements -Authors: Maxime Gillot (University of Michigan), Baptiste Baquero (UoM), Luc Anchling (UoM), Nathan Hutin (UoM),Jeanne Claret (UoM),Gaelle Leroux (UoM), Lucia Cevidanes (UoM), Juan Carlos Prieto (UNC), David Allemang (Kitware), Jean-Christophe Fillion-Robin (Kitware), Connor Bowley (Kitware), James Butler (Kitware). +Authors: Maxime Gillot (University of Michigan), Baptiste Baquero (UoM), Luc Anchling (UoM), Nathan Hutin (UoM), Enzo Tulissi (UoM), Alban Gaydamour (UoM), Jeanne Claret (UoM),Gaelle Leroux (UoM), Lucia Cevidanes (UoM), Juan Carlos Prieto (UNC), David Allemang (Kitware), Jean-Christophe Fillion-Robin (Kitware), Connor Bowley (Kitware), James Butler (Kitware). Supported by NIDCR R01 024450, AA0F Grabber Family Teaching and Research Award and by Research Enhancement Award Activity 141 from the University of the Pacific, Arthur A. Dugoni School of Dentistry. + # License -This software is licensed under the terms of the [Apache Licence Version 2.0](LICENSE). +This software is licensed under the terms of the [Apache Licence Version 2.0](LICENSE). \ No newline at end of file From f80e676c87a4126dda03a77036d2d33c26db108e Mon Sep 17 00:00:00 2001 From: ashmoy Date: Thu, 15 May 2025 10:27:36 -0400 Subject: [PATCH 3/3] Use SlicerConda in CLIC and split logic and widget into separate files --- CLIC/CLI/CLICLogic.py | 173 ++++++++ CLIC/CLIC.py | 937 +++++++++++++++++------------------------- README.md | 13 +- 3 files changed, 554 insertions(+), 569 deletions(-) create mode 100644 CLIC/CLI/CLICLogic.py diff --git a/CLIC/CLI/CLICLogic.py b/CLIC/CLI/CLICLogic.py new file mode 100644 index 0000000..e0c3426 --- /dev/null +++ b/CLIC/CLI/CLICLogic.py @@ -0,0 +1,173 @@ +# CLICLogic.py ──────────────────────────────────────────────────────────────── +# Mask-R-CNN 2D-slice segmentation – logique « pure » +# Patch 2025-07-15 : finished_evt, suppression sync_event.wait() +# ───────────────────────────────────────────────────────────────────────────── +import os, glob, numpy as np, nibabel as nib, torch, scipy.ndimage +from pathlib import Path +from slicer.ScriptedLoadableModule import ScriptedLoadableModuleLogic +from torchvision.models.detection import maskrcnn_resnet50_fpn +from torchvision.models.detection.faster_rcnn import FastRCNNPredictor +from torchvision.models.detection.mask_rcnn import MaskRCNNPredictor + + +class CLICLogic(ScriptedLoadableModuleLogic): + CLASS_NAMES = {1: "buccal", 2: "bicortical", 3: "palatal"} + + # ────────────────────────── init ───────────────────────────────────────── + def __init__(self): + super().__init__() + self.seg_files = [] + self.cancelRequested = False + self._cached_model = None # reuse même modèle sur appels multiples + self._cached_path = None + + # ──────────────────── modèle Mask-R-CNN ───────────────────────────────── + def _get_blank_model(self, num_classes: int): + model = maskrcnn_resnet50_fpn(weights=None) + in_features = model.roi_heads.box_predictor.cls_score.in_features + model.roi_heads.box_predictor = FastRCNNPredictor(in_features, num_classes) + in_features_mask = model.roi_heads.mask_predictor.conv5_mask.in_channels + model.roi_heads.mask_predictor = MaskRCNNPredictor( + in_features_mask, 256, num_classes + ) + return model + + def _load_model(self, model_path: str, num_classes: int, device): + """Charge le modèle (avec cache mémoire pour les appels ultérieurs).""" + if self._cached_model and self._cached_path == model_path: + return self._cached_model + model = self._get_blank_model(num_classes) + state = torch.load(model_path, map_location=device) + model.load_state_dict(state) + model.to(device).eval() + self._cached_model, self._cached_path = model, model_path + return model + + # ────────────────────────── slice utils ───────────────────────────────── + @staticmethod + def _normalize_slice(slice_2d: np.ndarray) -> np.ndarray: + mn, mx = slice_2d.min(), slice_2d.max() + return ((slice_2d - mn) / (mx - mn)) if (mx - mn) > 1e-8 else np.zeros_like(slice_2d) + + # ───────────────────────── processing core ────────────────────────────── + def _process_nii_file( + self, + model, + nii_path: str, + device, + progress_cb=None, + log_cb=None, + score_th: float = 0.7, + ): + nib_vol = nib.load(nii_path) + vol_data = nib_vol.get_fdata(dtype=np.float32) + H, W, Z = vol_data.shape + + if log_cb: log_cb(f" • Slices : {Z}") + + all_detections = [] + slice_counts = {n: {"left": 0, "right": 0} for n in self.CLASS_NAMES.values()} + + for z in range(Z): + if self.cancelRequested: + log_cb and log_cb(f"[CANCEL] arrêt à la slice {z}") # noqa: E501 + break + + slice_norm = self._normalize_slice(vol_data[..., z]) + slice_tensor = ( + torch.from_numpy(slice_norm) + .unsqueeze(0) + .repeat(3, 1, 1) + .float() + .to(device) + ) + + with torch.no_grad(): + preds = model([slice_tensor])[0] + + keep = preds["scores"] >= score_th + if keep.sum() == 0: + progress_cb and progress_cb((z + 1) * 100 / Z) + continue + + labels = preds["labels"][keep].cpu().numpy() + masks = (preds["masks"][keep] > 0.5).squeeze(1).cpu().numpy() + + for i, mk in enumerate(masks): + l = int(labels[i]) + com = scipy.ndimage.center_of_mass(mk) + side = "left" if com[0] < (H / 2) else "right" + slice_counts[self.CLASS_NAMES[l]][side] += 1 + all_detections.append({"label": l, "slice_z": z, "mask_2d": mk}) + + progress_cb and progress_cb((z + 1) * 100 / Z) + + return vol_data, nib_vol, all_detections, slice_counts + + # ───────────────────────── main entrypoint ────────────────────────────── + def process( + self, + parameters: dict, + progress_callback=None, + log_callback=None, + display_callback=None, + finished_evt=None, # <─ événement passé par CLIC.py + ): + """ + Segmente UN scan (params['input_path']) et signale toujours finished_evt.set(). + """ + try: + print("torch.cuda.is_available():", torch.cuda.is_available()) + print("torch path:", torch.__file__) + print("CUDA_VISIBLE_DEVICES:", os.getenv("CUDA_VISIBLE_DEVICES")) + self.cancelRequested = False + + input_path = parameters["input_path"] + model_folder = parameters["model_folder"] + output_dir = parameters.get("output_dir", os.path.dirname(input_path)) + suffix = parameters.get("suffix", "seg") or "seg" + + device = torch.device("cuda" if torch.cuda.is_available() else "cpu") + + model_files = glob.glob(os.path.join(model_folder, "*.pth")) + if not model_files: + raise FileNotFoundError("No .pth files found in model folder.") + model = self._load_model(model_files[0], num_classes=4, device=device) + + # ---------------------------------------------------------------- + # 1. Lecture unique du fichier (CLICWidget fournit 1 scan / appel) + # ---------------------------------------------------------------- + if log_callback: log_callback(f"Processing file: {input_path}") + if display_callback: display_callback("loadScan", input_path) + + vol, nib_ref, dets, _ = self._process_nii_file( + model, input_path, device, progress_callback, log_callback + ) + + # ---------------------------------------------------------------- + # 2. Construction du volume de segmentation en 3D + # ---------------------------------------------------------------- + seg = np.zeros_like(vol, dtype=np.int16) + for d in dets: + seg[..., d["slice_z"]][d["mask_2d"]] = d["label"] + + base_name = Path(input_path).stem + out_dir = Path(output_dir) / base_name + out_dir.mkdir(parents=True, exist_ok=True) + out_path = out_dir / f"{base_name}_{suffix}.nii.gz" + + nib.save( + nib.Nifti1Image(seg.astype(np.int16), nib_ref.affine, nib_ref.header), + str(out_path), + ) + self.seg_files = [str(out_path)] + + display_callback and display_callback("segmentation", str(out_path)) + log_callback and log_callback("✓ Finished.") + + except Exception as e: + log_callback and log_callback(f"[ERROR] {e}") + finally: + # ─── réveille toujours le thread appelant ─────────────────────── + if finished_evt is not None: + finished_evt.set() diff --git a/CLIC/CLIC.py b/CLIC/CLIC.py index 1b6ac97..0f6e471 100644 --- a/CLIC/CLIC.py +++ b/CLIC/CLIC.py @@ -1,585 +1,404 @@ -import os -import slicer -import qt -import webbrowser -import ctk -from slicer.ScriptedLoadableModule import * - -# --- Les imports externes suivants sont remplacés par un lazy import, -# afin de permettre le chargement du module même si ces librairies ne sont pas installées --- -# import torch -# import subprocess -import numpy as np -# import nibabel as nib -# from torchvision.models.detection import maskrcnn_resnet50_fpn -# from torchvision.models.detection.faster_rcnn import FastRCNNPredictor -# from torchvision.models.detection.mask_rcnn import MaskRCNNPredictor -# import scipy.ndimage -# import time -# from CondaSetUp import CondaSetUpCall, CondaSetUpCallWsl -import threading -import logging -# import requests -# import glob -# import zipfile -# import queue -# import sys -# import vtk - -from slicer.util import VTKObservationMixin - -# --- Fonction de lazy import --- -def lazy_import(module_name, fromlist=None): - return __import__(module_name, fromlist=fromlist) - -def PathFromNode(node): - storageNode = node.GetStorageNode() - if storageNode is not None: - filepath = storageNode.GetFullNameFromFileName() - else: - filepath = None - return filepath - -# Classe pour diffuser l'avancement et les logs -class ProgressUpdater(qt.QObject): - progressChanged = qt.Signal(int) - logChanged = qt.Signal(str) - +# CLIC.py ───────────────────────────────────────────────────────────────────── +# 3 D Slicer 5 – Mask-R-CNN CBCT segmentation (GPU/CPU) +# 2025-07-14 → patch 2025-07-15 : batch Conda, anti-dead-lock +# ───────────────────────────────────────────────────────────────────────────── +import os, sys, glob, queue, time, threading, importlib, subprocess +from pathlib import Path +from typing import Optional, List + +# Slicer / Qt +import slicer, qt +from slicer.ScriptedLoadableModule import ScriptedLoadableModule, ScriptedLoadableModuleWidget +from slicer.util import VTKObservationMixin +import json +# Slicer-Conda helper +from CondaSetUp import CondaSetUpCall +# ───────────────────────────────────────────────────────────────────────────── +def _ui_log(q:queue.Queue, msg:str): q.put(("log", msg)) + + +class _SafeSignals(qt.QObject): # thread-safe + progress = qt.Signal(int) + log = qt.Signal(str) + + +# ╓────────────────────────────────────────────────────────────────────────────╖ +# ║ 1. Module declaration ║ +# ╙────────────────────────────────────────────────────────────────────────────╜ class CLIC(ScriptedLoadableModule): def __init__(self, parent): - ScriptedLoadableModule.__init__(self, parent) - self.parent.title = "CLIC" - self.parent.categories = ["Automated Dental Tools"] - self.parent.dependencies = [] - self.parent.contributors = ["Enzo Tulissi (CPE Lyon & UoM), Lucia Cevidanes (UoM), Juan Carlos Prieto (UoNC)"] - self.parent.helpText = """This module performs segmentation using a Mask R-CNN model.""" - self.parent.acknowledgementText = "Thanks to the community for support." - + super().__init__(parent) + parent.title = "CLIC" + parent.categories = ["Automated Dental Tools"] + parent.contributors= ["Enzo Tulissi (CPE Lyon / UoM)", + "Lucia Cevidanes (UoM)", + "Juan-Carlos Prieto (UoNC)"] + parent.helpText = "Run Mask-R-CNN segmentation on CBCT volumes." + parent.acknowledgementText = "Mask-R-CNN model courtesy of the community." + + +# ╓────────────────────────────────────────────────────────────────────────────╖ +# ║ 2. Widget ║ +# ╙────────────────────────────────────────────────────────────────────────────╜ class CLICWidget(ScriptedLoadableModuleWidget, VTKObservationMixin): + + # ───────────── init ────────────────────────────────────────────────────── def __init__(self, parent=None): - ScriptedLoadableModuleWidget.__init__(self, parent) - VTKObservationMixin.__init__(self) - self.logic = None - self._parameterNode = None - self._updatingGUIFromParameterNode = False - self.CBCT_as_input = True - self.folder_as_input = False - self.MRMLNode_scan = None - self.input_path = None - self.model_folder = None - self.output_folder = None - self.goup_output_files = False - self.scan_count = 0 - # Listes pour conserver scans et segmentations - self.scanNodes = [] - self.segmentationNodes = [] - self.ui_queue = lazy_import("queue").Queue() - self._shObserverTag = None - - def UpdateSaveType(self, checked): - self.goup_output_files = checked - self.ui.SearchSaveFolder.setHidden(checked) - self.ui.SaveFolderLineEdit.setHidden(checked) - self.ui.PredictFolderLabel.setHidden(checked) + super().__init__(parent); VTKObservationMixin.__init__(self) + self.conda = CondaSetUpCall() + self.ui_q : queue.Queue = queue.Queue() + self.logic : Optional[object] = None + + self.input_path : Optional[str] = None + self.model_dir : Optional[str] = None + self.output_dir : Optional[str] = None + + self.currentSegNode = None + self._env_ready = False # devient True après création + # ───────────── GUI setup ───────────────────────────────────────────────── def setup(self): - # Import lazy pour CondaSetUpCallWsl - try: - CondaSetUpCallWsl = lazy_import("CondaSetUp", fromlist=["CondaSetUpCallWsl"]).CondaSetUpCallWsl - self.conda_wsl = CondaSetUpCallWsl() - except Exception as e: - self.conda_wsl = None - print(f"[WARN] CondaSetUp n'a pas pu être importé en lazy: {e}") - ScriptedLoadableModuleWidget.setup(self) - uiWidget = slicer.util.loadUI(self.resourcePath('UI/CLIC.ui')) - self.layout.addWidget(uiWidget) - self.ui = slicer.util.childWidgetVariables(uiWidget) - uiWidget.setMRMLScene(slicer.mrmlScene) - - # Création de la logique métier - self.logic = CLICLogic() - - # Connecter les signaux pour la progression et les logs - self.progressUpdater = ProgressUpdater() - self.progressUpdater.progressChanged.connect(lambda value: self.ui.progressBar.setValue(value)) - self.progressUpdater.logChanged.connect(lambda text: self.ui.logTextEdit.append(text)) - - self.ui.SavePredictCheckBox.toggled.connect(self.UpdateSaveType) - self.ui.DownloadModelPushButton.clicked.connect(self.onModelDownloadButton) - self.ui.SearchScanFolder.clicked.connect(self.onSearchScanButton) - self.ui.SearchModelFolder.clicked.connect(self.onSearchModelButton) - self.ui.SearchSaveFolder.clicked.connect(self.onSearchSaveButton) - self.ui.PredictionButton.clicked.connect(self.onPredictButton) - self.ui.CancelButton.clicked.connect(self.onCancel) + super().setup() + w = slicer.util.loadUI(self.resourcePath("UI/CLIC.ui")) + self.layout.addWidget(w); self.ui = slicer.util.childWidgetVariables(w) + w.setMRMLScene(slicer.mrmlScene) + + self.sig = _SafeSignals() + self.sig.progress.connect(self.ui.progressBar.setValue) + self.sig.log .connect(self.ui.logTextEdit.append) + + # Buttons / widgets + self.ui.SavePredictCheckBox.toggled.connect( + lambda b: [w.setHidden(b) for w in + (self.ui.SearchSaveFolder,self.ui.SaveFolderLineEdit, + self.ui.PredictFolderLabel)]) + + self.ui.SearchScanFolder .clicked.connect( + lambda:self._browse("Select input folder","lineEditScanPath","input_path")) + self.ui.SearchModelFolder.clicked.connect( + lambda:self._browse("Select model folder","lineEditModelPath","model_dir")) + self.ui.SearchSaveFolder .clicked.connect( + lambda:self._browse("Select output folder","SaveFolderLineEdit","output_dir")) + + self.ui.DownloadModelPushButton.clicked.connect(self._download_model) + self.ui.PredictionButton.clicked.connect(self._on_predict) + self.ui.CancelButton.clicked.connect(self._on_cancel) self.ui.progressBar.setVisible(False) self.ui.PredScanProgressBar.setVisible(False) - self.RunningUI(False) - self.initializeParameterNode() - # Ajout d'un observateur pour le Subject Hierarchy - shNode = slicer.vtkMRMLSubjectHierarchyNode.GetSubjectHierarchyNode(slicer.mrmlScene) - if shNode: - self._shObserverTag = shNode.AddObserver("SubjectHierarchyItemModifiedEvent", self.onSubjectHierarchyModified) - else: - print("[WARN] Impossible d'obtenir le Subject Hierarchy Node.") + # SH observer (keep legend) + sh = slicer.vtkMRMLSubjectHierarchyNode.GetSubjectHierarchyNode(slicer.mrmlScene) + if sh: sh.AddObserver("SubjectHierarchyItemModifiedEvent", self._on_sh_modified) + +# ───────────────────────────────────────────────────────────────────────────── +# 3. Conda / clic_env (Python 3.9 + PyTorch GPU cu118 garanti) +# ───────────────────────────────────────────────────────────────────────────── + - def SwitchInputExtension(self, index): - if index == 1: - self.ui.ScanPathLabel.setText('DICOM Folder') - else: - self.ui.ScanPathLabel.setText('Scan File/Folder') - - def onNodeChanged(self): - self.MRMLNode_scan = slicer.mrmlScene.GetNodeByID(self.ui.MRMLNodeComboBox.currentText) - if self.MRMLNode_scan: - self.input_path = PathFromNode(self.MRMLNode_scan) - self.scan_count = 1 - self.ui.PrePredInfo.setText("Number of scans to process: 1") - self.load_nii_in_slicer(self.input_path) - return True - return False - - # Observateur pour la hiérarchie des sujets - def onSubjectHierarchyModified(self, caller, event): - shNode = caller - activeItemID = shNode.GetActiveItemID() - if activeItemID: - activeNode = shNode.GetItemDataNode(activeItemID) - if activeNode and activeNode.IsA("vtkMRMLSegmentationNode"): - self.currentSegNode = activeNode - self.attachCornerLegend(activeNode) - - def onModelDownloadButton(self): - model_url = "https://github.com/ashmoy/maskRcnn/releases/download/model/final_model.pth" - default_model_folder = os.path.join(os.path.expanduser("~"), "Documents", "CLIC_Models") - os.makedirs(default_model_folder, exist_ok=True) - model_path = os.path.join(default_model_folder, "final_model.pth") - try: - self.ui.PredScanLabel.setText("Downloading model...") - self.ui.PredScanProgressBar.setVisible(True) - # Lazy import de requests - requests = lazy_import("requests") - response = requests.get(model_url, stream=True) - response.raise_for_status() - total_size = int(response.headers.get('content-length', 0)) - downloaded_size = 0 - chunk_size = 1024 - with open(model_path, 'wb') as file: - for data in response.iter_content(chunk_size=chunk_size): - file.write(data) - downloaded_size += len(data) - progress = (downloaded_size / total_size) * 100 if total_size > 0 else 0 - self.ui.PredScanProgressBar.setValue(int(progress)) - self.ui.lineEditModelPath.setText(default_model_folder) - self.model_folder = default_model_folder - self.ui.PredScanLabel.setText("Model downloaded successfully!") - except Exception as e: - qt.QMessageBox.warning(self.parent, 'Error', f"Failed to download model: {str(e)}") - self.ui.PredScanLabel.setText("Error during download.") - finally: - self.ui.PredScanProgressBar.setVisible(False) - def onSearchScanButton(self): - scan_folder = qt.QFileDialog.getExistingDirectory(self.parent, "Select a scan folder") - if scan_folder: - self.input_path = scan_folder - self.ui.lineEditScanPath.setText(self.input_path) - - def onSearchModelButton(self): - model_path = qt.QFileDialog.getExistingDirectory(self.parent, "Select Model Folder", "") - if model_path: - self.model_folder = model_path - self.ui.lineEditModelPath.setText(model_path) - - def onSearchSaveButton(self): - save_folder = qt.QFileDialog.getExistingDirectory(self.parent, "Select Save Folder", "") - if save_folder: - self.output_folder = save_folder - self.ui.SaveFolderLineEdit.setText(save_folder) - - def check_dependencies(self): - self.ui_queue.put(("log", "Checking required libraries...")) - required_libraries = ["torch", "nibabel", "numpy", "scipy", "requests"] - missing_libraries = [] - for lib in required_libraries: + def _gpu() -> bool: + """Returns True if `nvidia-smi` detects at least one GPU.""" + try: + subprocess.check_output(["nvidia-smi", "-L"], stderr=subprocess.DEVNULL) + return True + except Exception: + return False + + def _torch_cmd(self) -> List[str]: + """ + Pip command to install torch/cu118 compatible with Python 3.9. + """ + base = ["python", "-m", "pip", "install", "--no-cache-dir"] + return base + [ + "torch==2.2.2+cu118", + "torchvision==0.17.2+cu118", + "torchaudio==2.2.2", + "--index-url", "https://download.pytorch.org/whl/cu118", + ] + + def _site_pkgs(self, env: str) -> Optional[str]: + """Path to site-packages of the env 'env'.""" + root = self.conda.getCondaPath() + if not root or root == "None": + return None + pattern = os.path.join(root, "envs", env, "lib", "python*", "site-packages") + candidates = glob.glob(pattern) + return max(candidates, key=len) if candidates else None + + def _pkg_missing(self, env: str) -> set[str]: + """Calculates missing packages in the env (includes torch).""" + needed = {"nibabel", "numpy", "scipy", "requests", "torch"} + sp = self._site_pkgs(env) + if not sp: + return needed + present = {p.name.split("-")[0].lower() for p in os.scandir(sp)} + return needed - present + + def _ensure_env(self) -> bool: + import os, subprocess, json, urllib.request, importlib + + env_name = "clic_env" + # Chemin Miniconda (ou emplacement par défaut si getCondaPath() renvoie None) + conda_root = self.conda.getCondaPath() or os.path.expanduser("~/miniconda3") + conda_exec = os.path.join(conda_root, "bin", "conda") + conda_py = os.path.join(conda_root, "bin", "python") + installer_url = "https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh" + + # Helper pour logger et rafraîchir l'UI + def log(msg): + self.sig.log.emit(msg) + slicer.app.processEvents() + + # 0) Installer Miniconda si absent + if not os.path.isfile(conda_exec): + log(f"Miniconda not found under {conda_root}, installation in progress...") + tmp_installer = os.path.join(slicer.app.temporaryPath, "Miniconda3-latest.sh") + + # Téléchargement via urllib try: - __import__(lib) - except ImportError: - missing_libraries.append(lib) - if missing_libraries: - self.ui_queue.put(("log", f"Missing libraries detected: {', '.join(missing_libraries)}")) - reply = qt.QMessageBox.question( - self.parent, - "Missing Dependencies", - f"The following libraries are missing: {', '.join(missing_libraries)}.\nDo you want to install them automatically?", - qt.QMessageBox.Yes | qt.QMessageBox.No + log("→ Downloading Miniconda…") + urllib.request.urlretrieve(installer_url, tmp_installer) + log("Download complete ✅") + except Exception as e: + log(f"Download failed : {e}") + return False + + # Exécution de l'installateur en mode batch + proc = subprocess.Popen( + ["bash", tmp_installer, "-b", "-p", conda_root], + stdout=subprocess.PIPE, stderr=subprocess.STDOUT, text=True ) - if reply == qt.QMessageBox.Yes: - import sys - import subprocess - for lib in missing_libraries: - try: - self.ui_queue.put(("log", f"Installing library: {lib}...")) - if lib == "torch": - subprocess.check_call([ - sys.executable, "-m", "pip", "install", "torch", "torchvision", "torchaudio", - "--index-url", "https://download.pytorch.org/whl/cu118" - ]) - else: - subprocess.check_call([sys.executable, "-m", "pip", "install", lib]) - except Exception as e: - self.ui_queue.put(("log", f"Failed to install {lib}: {str(e)}")) - qt.QMessageBox.critical( - self.parent, - "Installation Error", - f"Failed to install {lib}. Error: {str(e)}" - ) - return False - for lib in missing_libraries: - try: - __import__(lib) - except ImportError: - self.ui_queue.put(("log", f"Failed to load {lib} after installation.")) - qt.QMessageBox.critical( - self.parent, - "Dependency Error", - f"Failed to load {lib} after installation. Please install it manually." - ) - return False - else: - self.ui_queue.put(("log", "User chose not to install missing libraries.")) - qt.QMessageBox.critical( - self.parent, - "Missing Dependencies", - "Please install the missing libraries manually before proceeding." + for line in proc.stdout: + log(line.rstrip()) + if proc.wait() != 0: + log("Miniconda installation failed") + return False + log("Miniconda installed✅") + + # Prépare un environnement épuré pour subprocess + safe_env = os.environ.copy() + for k in ("PYTHONPATH", "PYTHONHOME"): + safe_env.pop(k, None) + safe_env["PATH"] = os.path.join(conda_root, "bin") + os.pathsep + safe_env.get("PATH", "") + + # Helper pour exécuter une commande et logger stdout/stderr en temps réel + def run_and_log(cmd, step=None, total=None): + if step is not None and total is not None: + pct = step * 100 // total + self.sig.progress.emit(pct) + try: + p = subprocess.Popen( + cmd, stdout=subprocess.PIPE, stderr=subprocess.STDOUT, + text=True, env=safe_env ) + except Exception as e: + log(f"Erreur lancement `{cmd[0]}` : {e}") + return -1 + for ln in p.stdout: + log(ln.rstrip()) + return p.wait() + + # 1) Création env Python 3.9 si nécessaire + if not self.conda.condaTestEnv(env_name): + log(f"[Conda] Creating env '{env_name}' (Python 3.9)…") + if run_and_log([conda_py, "-m", "conda", "create", "-y", "-n", env_name, "python=3.9"]) != 0: + log("Environment creation failed.") + return False + log("Environment created ✅") + else: + log(f"[Conda] The env '{env_name}' already exists.") + + # 2) Installation conda-forge + cf_pkgs = ["nibabel", "numpy", "scipy", "requests"] + total = len(cf_pkgs) + 1 + for idx, pkg in enumerate(cf_pkgs, start=1): + log(f"→ conda install {pkg}") + if run_and_log( + [conda_py, "-m", "conda", "install", "-y", "-n", env_name, "-c", "conda-forge", pkg], + step=idx, total=total + ) != 0: + log(f"Installation failure{pkg}.") return False - self.ui_queue.put(("log", "All required libraries are installed and ready to use.")) - return True - - def onPredictButton(self): - if not self.check_dependencies(): - return - if not self.input_path: - qt.QMessageBox.warning(self.parent, 'Warning', 'Please select an input file/folder') - return - if not self.model_folder: - qt.QMessageBox.warning(self.parent, 'Warning', 'Please select a model folder') - return - - param = { - "input_path": self.input_path, - "model_folder": self.model_folder, - "output_dir": self.output_folder, - "suffix": self.ui.suffixLineEdit.text - } - - def update_progress(progress): - self.ui_queue.put(("progress", progress)) - - def update_log(message): - self.ui_queue.put(("log", message)) - - def display_callback(action, file_path): - self.ui_queue.put((action, file_path)) - self.segmentationLoadedEvent = threading.Event() + # 3) Installation torch/cu118 via pip + log("→ pip install torch/cu118") + env_py = os.path.join(conda_root, "envs", env_name, "bin", "python") + if run_and_log( + [ + env_py, "-m", "pip", "install", "--no-cache-dir", + "--index-url", "https://download.pytorch.org/whl/cu118", + "torch==2.2.2+cu118", + "torchvision==0.17.2+cu118", + "torchaudio==2.2.2" + ], + step=len(cf_pkgs)+1, total=total + ) != 0: + log("Torch/cu118 installation failed.") + return False + + # 4) Ajout du site-packages et test PyTorch CUDA + sp = self._site_pkgs(env_name) + if sp and sp not in sys.path: + sys.path.append(sp) + importlib.invalidate_caches() + log(f"+ {sp}") + + log("→ PyTorch CUDA Test…") + if run_and_log([conda_py, "-m", "conda", "run", "-n", env_name, "python", "-c", + "import torch,json;print(json.dumps({'cuda':torch.cuda.is_available(),'ver':torch.__version__}))"] + ) != 0: + log("PyTorch CUDA test failed.") + return False + + self.sig.progress.emit(100) + self._env_ready = True + log("✔ clic_env ready to use") + return True + # ╓─────────────────────────────────────────────────────────────────────────╖ + # ║ 4. Prediction loop (multi-files, anti-dead-lock) ║ + # ╙─────────────────────────────────────────────────────────────────────────╜ + def _on_predict(self): + if not self.input_path or not self.model_dir: + qt.QMessageBox.warning(self.parent,"I/O","Select INPUT & MODEL folders"); return + + self._toggle_ui(True); t0=time.time() + if not self._ensure_env(): + self._toggle_ui(False); return + self._flush_q() + + # import logic once env is ready + if not self.logic: + from CLI.CLICLogic import CLICLogic + self.logic = CLICLogic() + + # build list of scans ------------------------------------------------- + scans=[] + inp=Path(self.input_path) + if inp.is_dir(): + dcm_dirs=[d for d in inp.iterdir() if d.is_dir() and list(d.glob("*.dcm"))] + if dcm_dirs: scans=sorted(dcm_dirs,key=lambda p:p.name) + else: + exts=(".nii",".nii.gz",".nrrd",".n5",".mha",".mhd") + scans=sorted([p for p in inp.iterdir() if p.suffix.lower() in exts]) + else: + scans=[inp] + + if not scans: + qt.QMessageBox.warning(self.parent,"Input","No scan found."); self._toggle_ui(False); return + + cancel_evt=threading.Event() + def _worker(): + for idx,scan in enumerate(scans,1): + if cancel_evt.is_set(): break + self.ui_q.put(("log",f"===== {idx}/{len(scans)} — {scan.name} =====")) + params=dict(input_path=str(scan), + model_folder=self.model_dir, + output_dir=self.output_dir, + suffix=self.ui.suffixLineEdit.text or "seg") + + finished=threading.Event() + # ---- lance la segmentation (condaRunCommand dans CLICLogic) ---- + self.logic.process(params, + lambda p:self.ui_q.put(("progress",p)), + lambda m:self.ui_q.put(("log",m)), + lambda a,f:self.ui_q.put((a,f)), + finished) + + # timeout 30 min / scan pour éviter blocage infini + if not finished.wait(timeout=1800): + self.ui_q.put(("log",f"[TIMEOUT] {scan.name} >30 min, abort.")) + cancel_evt.set(); break + cancel_evt.set() + + threading.Thread(target=_worker,daemon=True).start() + + # gui loop + while not cancel_evt.wait(0.05): + slicer.app.processEvents(); self._flush_q() + self.ui.TimerLabel.setText(f"{time.time()-t0:.1f}s") + self._flush_q(); self._toggle_ui(False); _ui_log(self.ui_q,"✔ ALL DONE") + + def _on_cancel(self): + if self.logic: self.logic.cancelRequested=True + self.ui_q.put(("log","[User] Cancel requested.")) + + # ╓─────────────────────────────────────────────────────────────────────────╖ + # ║ 5. Misc. helpers ║ + # ╙─────────────────────────────────────────────────────────────────────────╜ + def _toggle_ui(self,b): + self.ui.progressBar.setVisible(b); self.ui.PredictionButton.setEnabled(not b) + self.ui.CancelButton.setEnabled(b) + + def _flush_q(self): + while not self.ui_q.empty(): + a,d=self.ui_q.get() + if a=="progress": self.ui.progressBar.setValue(int(d)) + elif a=="log": self.ui.logTextEdit.append(d) + elif a=="loadScan": self._load_vol(d) + elif a=="segmentation": self._load_seg(d) + + def _browse(self,cap,le,attr): + p=qt.QFileDialog.getExistingDirectory(self.parent,cap) + if p: setattr(self,attr,p); getattr(self.ui,le).setText(p) + + # ───────── model download ──────────────────────────────────────────────── + def _download_model(self): + import requests + url="https://github.com/DCBIA-OrthoLab/SlicerAutomatedDentalTools/releases/download/CLIC_model/final_model.pth" + dst_dir=Path.home()/ "Documents"/"CLIC_Models"; dst_dir.mkdir(exist_ok=True) + dst=dst_dir/"final_model.pth" try: - self.RunningUI(True) - self.processThread = threading.Thread( - target=self.logic.process, - args=(param, update_progress, update_log, display_callback, self.segmentationLoadedEvent) - ) - self.processThread.start() - - import time - start_time = time.time() - while self.processThread.is_alive(): - slicer.app.processEvents() - current_time = time.time() - self.ui.TimerLabel.setText(f"Time elapsed: {current_time - start_time:.2f}s") - self.process_ui_queue() - time.sleep(0.1) - self.process_ui_queue() - self.ui_queue.put(("log", "Segmentation completed successfully!")) + self.ui.PredScanLabel.setText("Downloading …") + self.ui.PredScanProgressBar.setVisible(True) + r=requests.get(url,stream=True,timeout=120); r.raise_for_status() + tot=int(r.headers.get("content-length",0)); done=0 + with open(dst,"wb")as f: + for chunk in r.iter_content(1<<20): + f.write(chunk); done+=len(chunk) + if tot: self.ui.PredScanProgressBar.setValue(done*100//tot) + self.model_dir=str(dst_dir); self.ui.lineEditModelPath.setText(str(dst_dir)) + self.ui.PredScanLabel.setText("Model ✔") except Exception as e: - self.ui_queue.put(("log", f"An error occurred during segmentation: {str(e)}")) + qt.QMessageBox.warning(self.parent,"Download",str(e)) + self.ui.PredScanLabel.setText("Download failed.") finally: - self.RunningUI(False) - - def process_ui_queue(self): - while not self.ui_queue.empty(): - action, data = self.ui_queue.get() - if action == "progress": - self.ui.progressBar.setValue(int(data)) - elif action == "log": - self.ui.logTextEdit.append(data) - elif action == "loadScan": - self.load_nii_in_slicer(data) - elif action == "segmentation": - self.load_segmentation(data) - - def load_segmentation(self, seg_file): - def load_and_attach(): - segNode = slicer.util.loadSegmentation(seg_file) - if not segNode: - qt.QMessageBox.critical(self.parent, - "Erreur de chargement", - f"Échec du chargement de la segmentation pour :\n{seg_file}") - return - segNode.SetName(os.path.basename(seg_file)) - self.segmentationNodes.append(segNode) - self.currentSegNode = segNode - self.attachCornerLegend(segNode) - if hasattr(self, 'segmentationLoadedEvent') and self.segmentationLoadedEvent: - self.segmentationLoadedEvent.set() - qt.QTimer.singleShot(0, load_and_attach) - - def attachCornerLegend(self, segmentationNode=None): + self.ui.PredScanProgressBar.setVisible(False) + + # ───────── volume / seg & legend ───────────────────────────────────────── + def _load_vol(self,p): v=slicer.util.loadVolume(p); slicer.util.setSliceViewerLayers(background=v) + def _load_seg(self,p): + s=slicer.util.loadSegmentation(p); self.currentSegNode=s; self._legend() + + def _legend(self): import vtk - layoutManager = slicer.app.layoutManager() - if segmentationNode is None: - segmentationNode = self.currentSegNode - if not segmentationNode: - print("[WARN] Aucun nœud de segmentation actif.") - return - label_names = {1: "Buccal", 2: "Bicortical", 3: "Palatal"} - fixed_colors = {1: (0.0, 1.0, 0.0), 2: (1.0, 1.0, 0.0), 3: (0.6, 0.4, 0.2)} - segmentation = segmentationNode.GetSegmentation() - segmentIDs = vtk.vtkStringArray() - segmentation.GetSegmentIDs(segmentIDs) - for i in range(segmentIDs.GetNumberOfValues()): - seg_id = segmentIDs.GetValue(i) - segment = segmentation.GetSegment(seg_id) - label_value = segment.GetLabelValue() - if label_value in fixed_colors: - segment.SetColor(*fixed_colors[label_value]) - for viewName in ["Red", "Yellow", "Green"]: + n=self.currentSegNode + if not n: return + names={1:"Buccal",2:"Bicortical",3:"Palatal"};cols={1:(0,1,0),2:(1,1,0),3:(0.6,0.4,0.2)} + seg=n.GetSegmentation(); ids=vtk.vtkStringArray(); seg.GetSegmentIDs(ids) + for i in range(ids.GetNumberOfValues()): + seg.GetSegment(ids.GetValue(i)).SetColor(*cols.get(i+1,(1,1,1))) + lm=slicer.app.layoutManager() + for vn in ("Red","Yellow","Green"): try: - view = layoutManager.sliceWidget(viewName).sliceView() - renderer = view.renderWindow().GetRenderers().GetFirstRenderer() - for actor in list(renderer.GetActors2D()): - if hasattr(actor, "_isLegendActor") and actor._isLegendActor: - renderer.RemoveActor(actor) - base_y = 0.85 - spacing = 0.06 - font_size = 16 - i = 0 - for label in [1, 2, 3]: - name = label_names[label] - color = fixed_colors[label] - full_text = f"■ {name}" - text_actor = vtk.vtkTextActor() - text_actor.SetInput(full_text) - prop = text_actor.GetTextProperty() - prop.SetFontSize(font_size) - prop.SetFontFamilyToArial() - prop.SetColor(*color) - prop.BoldOn() - prop.ShadowOff() - text_actor.GetPositionCoordinate().SetCoordinateSystemToNormalizedDisplay() - text_actor.SetPosition(0.77, base_y - i * spacing) - text_actor._isLegendActor = True - renderer.AddActor2D(text_actor) - i += 1 + view=lm.sliceWidget(vn).sliceView(); ren=view.renderWindow().GetRenderers().GetFirstRenderer() + for a in list(ren.GetActors2D()): + if getattr(a,"_leg",False): ren.RemoveActor(a) + y0,dy,fs=0.85,0.06,16 + for k,l in names.items(): + t=vtk.vtkTextActor(); t._leg=True; t.SetInput("■ "+l) + tp=t.GetTextProperty(); tp.SetFontSize(fs); tp.SetColor(*cols[k]); tp.BoldOn() + t.GetPositionCoordinate().SetCoordinateSystemToNormalizedDisplay(); t.SetPosition(0.77,y0-(k-1)*dy) + ren.AddActor2D(t) view.forceRender() - except Exception as e: - print(f"[WARN] Could not update annotation for {viewName} view: {e}") - - def reapplyLegend(self, sliceView, text): - try: - renderer = sliceView.renderWindow().GetRenderers().GetFirstRenderer() - if hasattr(sliceView, "cornerAnnotation") and sliceView.cornerAnnotation: - sliceView.cornerAnnotation.SetText(0, text) - renderer.AddViewProp(sliceView.cornerAnnotation) - sliceView.forceRender() - except Exception as e: - print(f"[WARN] Failed to reapply legend: {e}") - - def onCancel(self): - if self.logic: - self.logic.cancelRequested = True - self.progressUpdater.logChanged.emit("Cancellation requested.") - if hasattr(self, "processThread") and self.processThread.is_alive(): - self.processThread.join(1) - self.ui.PredScanLabel.setText("Prediction canceled.") - - def RunningUI(self, running): - self.ui.PredictionButton.setEnabled(not running) - self.ui.CancelButton.setEnabled(running) - self.ui.progressBar.setVisible(running) - - def initializeParameterNode(self): - pass - - def load_nii_in_slicer(self, nii_file): - if not os.path.exists(nii_file): - raise FileNotFoundError(f"NIfTI file not found: {nii_file}") - volume_node = slicer.util.loadVolume(nii_file) - slicer.app.layoutManager().setLayout(slicer.vtkMRMLLayoutNode.SlicerLayoutFourUpView) - slicer.util.setSliceViewerLayers(background=volume_node) - self.MRMLNode_scan = volume_node - self.scanNodes.append(volume_node) - -class CLICLogic(ScriptedLoadableModuleLogic): - CLASS_NAMES = {1: "buccal", 2: "bicortical", 3: "palatal"} - - def __init__(self): - ScriptedLoadableModuleLogic.__init__(self) - self.seg_files = [] - self.cancelRequested = False - - def get_model_instance_segmentation(self, num_classes): - # Lazy import des modules TorchVision requis - maskrcnn_resnet50_fpn = lazy_import("torchvision.models.detection", fromlist=["maskrcnn_resnet50_fpn"]).maskrcnn_resnet50_fpn - FastRCNNPredictor = lazy_import("torchvision.models.detection.faster_rcnn", fromlist=["FastRCNNPredictor"]).FastRCNNPredictor - MaskRCNNPredictor = lazy_import("torchvision.models.detection.mask_rcnn", fromlist=["MaskRCNNPredictor"]).MaskRCNNPredictor - model = maskrcnn_resnet50_fpn(weights=None) - in_features = model.roi_heads.box_predictor.cls_score.in_features - model.roi_heads.box_predictor = FastRCNNPredictor(in_features, num_classes) - in_features_mask = model.roi_heads.mask_predictor.conv5_mask.in_channels - hidden_layer = 256 - model.roi_heads.mask_predictor = MaskRCNNPredictor(in_features_mask, hidden_layer, num_classes) - return model - - def load_model(self, model_path, num_classes, device): - torch = lazy_import("torch") - - model = self.get_model_instance_segmentation(num_classes) - model.load_state_dict(torch.load(model_path, map_location=device)) - model.to(device) - model.eval() - return model - - def process_nii_file(self, model, nii_path, device, progress_callback=None, log_callback=None, score_threshold=0.7): - scipy = lazy_import("scipy.ndimage") - torch = lazy_import("torch") - nib = lazy_import("nibabel") - nib_vol = nib.load(nii_path) - vol_data = nib_vol.get_fdata(dtype=np.float32) - H, W, Z = vol_data.shape - if log_callback: - log_callback("Processing slices for file: " + nii_path) - all_detections = [] - slice_counts = {"buccal": {"left": 0, "right": 0}, - "bicortical": {"left": 0, "right": 0}, - "palatal": {"left": 0, "right": 0}} - for z in range(Z): - if self.cancelRequested: - if log_callback: - log_callback("Processing cancelled during slice processing at slice %d." % z) - break - slice_2d = vol_data[..., z] - slice_norm = self.normalize_slice(slice_2d) - slice_tensor = torch.from_numpy(slice_norm).unsqueeze(0).repeat(3, 1, 1).float().to(device) - with torch.no_grad(): - preds = model([slice_tensor])[0] - scores = preds["scores"] - masks = preds.get("masks", None) - labels = preds["labels"] - keep = scores >= score_threshold - scores = scores[keep] - labels = labels[keep] - if masks is not None: - masks = masks[keep] - if masks is None or len(scores) == 0: - if progress_callback: - progress = ((z + 1) / Z) * 100 - progress_callback(progress) - continue - labels_np = labels.cpu().numpy() - masks_np = (masks > 0.5).squeeze(1).cpu().numpy() - for i in range(len(masks_np)): - l = int(labels_np[i]) - mk = masks_np[i] - com = scipy.ndimage.center_of_mass(mk) - side = "left" if com[0] < (H / 2) else "right" - slice_counts[self.CLASS_NAMES[l]][side] += 1 - all_detections.append({ - "label": l, - "slice_z": z, - "mask_2d": mk - }) - if progress_callback: - progress = ((z + 1) / Z) * 100 - progress_callback(progress) - return vol_data, nib_vol, all_detections, slice_counts - - def normalize_slice(self, slice_2d): - mn, mx = slice_2d.min(), slice_2d.max() - if (mx - mn) > 1e-8: - return (slice_2d - mn) / (mx - mn) - else: - return np.zeros_like(slice_2d, dtype=np.float32) + except Exception: pass - def save_nii(self, vol_np, nib_ref, out_path): - nib = lazy_import("nibabel") - nii_img = nib.Nifti1Image(vol_np.astype(np.int16), nib_ref.affine, nib_ref.header) - nib.save(nii_img, out_path) + def _on_sh_modified(self,caller,event): + sh=caller; nid=sh.GetActiveItemID() + if nid: + n=sh.GetItemDataNode(nid) + if n and n.IsA("vtkMRMLSegmentationNode"): + self.currentSegNode=n; self._legend() - def process(self, parameters, progress_callback=None, log_callback=None, display_callback=None, sync_event=None): - try: - nib = lazy_import("nibabel") - torch = lazy_import("torch") - glob = lazy_import("glob") - self.cancelRequested = False - input_path = parameters["input_path"] - model_folder = parameters["model_folder"] - output_dir = parameters["output_dir"] - # Récupération du suffixe avec une valeur par défaut "seg" - suffix = parameters.get("suffix", "seg") - suffix = suffix if suffix else "seg" - device = torch.device("cuda" if torch.cuda.is_available() else "cpu") - model_files = glob.glob(os.path.join(model_folder, "*.pth")) - if not model_files: - raise FileNotFoundError("No .pth files found in the specified model folder.") - model_path = model_files[0] - num_classes = 4 - model = self.load_model(model_path, num_classes, device) - if os.path.isfile(input_path) and (input_path.endswith(".nii") or input_path.endswith(".nii.gz")): - file_list = [input_path] - elif os.path.isdir(input_path): - file_list = glob.glob(os.path.join(input_path, "*.nii")) + glob.glob(os.path.join(input_path, "*.nii.gz")) - else: - raise ValueError("Invalid input path. Please provide a valid .nii/.nii.gz file or folder.") - seg_files = [] - for nii_file in file_list: - if self.cancelRequested: - if log_callback: - log_callback("Processing cancelled before file: " + nii_file) - break - if log_callback: - log_callback("Processing file: " + nii_file) - if display_callback: - display_callback("loadScan", nii_file) - vol_data, nib_ref, detections, counts = self.process_nii_file(model, nii_file, device, progress_callback, log_callback) - if log_callback: - log_callback("Finished processing file: " + nii_file) - seg_data = np.zeros(vol_data.shape, dtype=np.int16) - for det in detections: - z = det["slice_z"] - mask = det["mask_2d"] - label = det["label"] - seg_data[..., z][mask] = label - base_name = os.path.basename(nii_file).replace(".nii.gz", "").replace(".nii", "") - scan_output_folder = os.path.join(output_dir, base_name) - os.makedirs(scan_output_folder, exist_ok=True) - output_seg_path = os.path.join(scan_output_folder, f"{base_name}_{suffix}.nii.gz") - nii_img = nib.Nifti1Image(seg_data.astype(np.int16), nib_ref.affine, nib_ref.header) - nii_img.header['descrip'] = str(self.CLASS_NAMES) - nib.save(nii_img, output_seg_path) - seg_files.append(output_seg_path) - if display_callback: - display_callback("segmentation", output_seg_path) - if sync_event is not None: - sync_event.wait() - sync_event.clear() - if log_callback: - log_callback("Processing completed successfully.") - self.seg_files = seg_files - except Exception as e: - if log_callback: - log_callback(f"Error during processing: {str(e)}") - raise + def initializeParameterNode(self): pass diff --git a/README.md b/README.md index 3338644..afaced4 100644 --- a/README.md +++ b/README.md @@ -41,7 +41,7 @@ Slicer automated dental tools is an extension that allows users to perform autom | [MRI2CBCT](#mri2cbct-module) | Contains the steps to perform the registration of MRI and CBCT scans.| | [FlexReg](#flex-reg) | Registration of IOS patient per patient with customizable patch creation. | | [DOCShapeAXI](#doc-shapeaxi) | Automatic classification of 3D Shape. DOC-ShapeAXI is an acronym for Dental Oral and Craniofacial Shape Analysis eXplainability and Interpretability. | -| [BatchDentalSegmentator](#BatchDentalSegmentator) | DentalSegmentator in batch for mixed or permanent dentition | +| [BatchDentalSegmentator](#BatchDentalSeg) | DentalSegmentator in batch for mixed or permanent dentition | | [CLI-C](#CLI-C-module) |Classification and Localization of Impacted Canines | @@ -74,8 +74,8 @@ Additionally, the following modules are implemented as python scripted command-l | [MRI2CBCT_REG](MRI2CBCT_REG) | Perform registration of MRI-CBCT scans | | [FlexReg_CLI](FlexReg_CLI) | Perform creation of patch and registration on IOS scans. | | [DOCShapeAXI](DOCShapeAXI_CLI) | Perform automatic classification of 3D Shape. | -| [BatchDentalSegmentator](BatchDentalSegmentator) | DentalSegmentator in batch for mixed or permanent dentition | -| [CLI-C](CLI-C) |Classification and Localization of Impacted Canines | +| [BatchDentalSegmentator](BATCHDENTALSEG) | DentalSegmentator in batch for mixed or permanent dentition | +| [CLI-C](CLIC) |Classification and Localization of Impacted Canines | ## Requirements @@ -667,13 +667,6 @@ The module checks and automatically installs these dependencies upon first usage -## Contributing - - - -We welcome contributions! Please open issues or pull requests for enhancements and bug fixes. - ---- # Acknowledgements Authors: Maxime Gillot (University of Michigan), Baptiste Baquero (UoM), Luc Anchling (UoM), Nathan Hutin (UoM), Enzo Tulissi (UoM), Alban Gaydamour (UoM), Jeanne Claret (UoM),Gaelle Leroux (UoM), Lucia Cevidanes (UoM), Juan Carlos Prieto (UNC), David Allemang (Kitware), Jean-Christophe Fillion-Robin (Kitware), Connor Bowley (Kitware), James Butler (Kitware).