+ <script>window.__VP_HASH_MAP__=JSON.parse("{\"en_guide_appendix_a-formula.md\":\"DL4k-hYi\",\"en_guide_appendix_b-tool-installation.md\":\"B_wiBF8g\",\"en_guide_appendix_c-dataset_c-1-ct.md\":\"CQO0IRfA\",\"en_guide_appendix_c-dataset_c-2-mri.md\":\"Dh214wdf\",\"en_guide_appendix_c-dataset_c-3-x-ray.md\":\"D_9qY2iM\",\"en_guide_appendix_c-dataset_c-4-multimodal.md\":\"Bxp5Mmv5\",\"en_guide_appendix_d-glossary.md\":\"XlXfO6pq\",\"en_guide_ch01_01-modalities_01-ct.md\":\"0AWZ01V9\",\"en_guide_ch01_01-modalities_02-mri.md\":\"BTGyY0QS\",\"en_guide_ch01_01-modalities_03-xray.md\":\"BlEVOY6T\",\"en_guide_ch01_01-modalities_04-ultrasound.md\":\"RlvMz1Nh\",\"en_guide_ch01_01-modalities_05-pet.md\":\"C5Sz_uPD\",\"en_guide_ch01_02-data-formats.md\":\"DmSM2On3\",\"en_guide_ch01_03-tools.md\":\"B63AjE4d\",\"en_guide_ch01_04-artifacts.md\":\"BPUzMXoo\",\"en_guide_ch02_01-ct-preprocessing.md\":\"CK0FH4g4\",\"en_guide_ch02_02-mri-preprocessing.md\":\"C4exh8nz\",\"en_guide_ch02_03-pet-us-preprocessing.md\":\"CWgbGNns\",\"en_guide_ch02_03-xray-preprocessing.md\":\"BnQDMT29\",\"en_guide_ch03_01-analytic-recon.md\":\"BbtdUz36\",\"en_guide_ch03_02-iterative-recon.md\":\"CIqFBKMt\",\"en_guide_ch03_03-dl-recon.md\":\"DBksCsml\",\"en_guide_ch04_01-setup.md\":\"CvpD02v5\",\"en_guide_ch04_02-ct-case.md\":\"lqHrhKye\",\"en_guide_ch04_03-mri-case.md\":\"CCna0Cme\",\"en_guide_ch04_04-metrics.md\":\"CISeXp2q\",\"en_guide_ch05_01-preprocessing.md\":\"CmVJ6Vjb\",\"en_guide_ch05_02-segmentation.md\":\"BauT0yGl\",\"en_guide_ch05_03-classification.md\":\"iyO-zupU\",\"en_guide_ch05_04-enhancement.md\":\"DIflhcpX\",\"en_guide_ch05_05-new-tech.md\":\"D3ikTtuH\",\"en_guide_index.md\":\"EuPkuFxN\",\"en_index.md\":\"CtpNnrHg\",\"guide_appendix_a-formula.md\":\"4S7CPeVt\",\"guide_appendix_b-tool-installation.md\":\"DigNWqrT\",\"guide_appendix_c-dataset_c-1-ct.md\":\"gTPkHQ9y\",\"guide_appendix_c-dataset_c-2-mri.md\":\"CabGA0F9\",\"guide_appendix_c-dataset_c-3-x-ray.md\":\"T7L2CBQN\",\"guide_appendix_c-dataset_c-4-multimodal.md\":\"z9GNwRxJ\",\"guide_appendix_d-glossary.md\":\"CFiWsVly\",\"guide_ch01_01-modalities_01-ct.md\":\"Dq5nigSQ\",\"guide_ch01_01-modalities_02-mri.md\":\"CkSEsUXM\",\"guide_ch01_01-modalities_03-xray.md\":\"Dxw0vnX2\",\"guide_ch01_01-modalities_04-ultrasound.md\":\"DQxCCZuV\",\"guide_ch01_01-modalities_05-pet.md\":\"XYMYDAYD\",\"guide_ch01_02-data-formats.md\":\"DmMXTf-6\",\"guide_ch01_03-tools.md\":\"CdN8EN34\",\"guide_ch01_04-artifacts.md\":\"B6dRVOKS\",\"guide_ch02_01-ct-preprocessing.md\":\"Detg05yB\",\"guide_ch02_02-mri-preprocessing.md\":\"BKLSO8xm\",\"guide_ch02_03-pet-us-preprocessing.md\":\"RzRnBtAV\",\"guide_ch02_03-xray-preprocessing.md\":\"kYSdouMT\",\"guide_ch03_01-analytic-recon.md\":\"CCPF3yBa\",\"guide_ch03_02-iterative-recon.md\":\"BLi25wf5\",\"guide_ch03_03-dl-recon.md\":\"BNU_VWFu\",\"guide_ch04_01-setup.md\":\"DqVsxIDd\",\"guide_ch04_02-ct-case.md\":\"C7LiOo6O\",\"guide_ch04_03-mri-case.md\":\"DkYqiz1B\",\"guide_ch04_04-metrics.md\":\"CeWuqOqb\",\"guide_ch05_01-preprocessing.md\":\"BRDRVLMd\",\"guide_ch05_02-segmentation.md\":\"Dgp6SjL7\",\"guide_ch05_03-classification.md\":\"CYE6Hfvr\",\"guide_ch05_04-enhancement.md\":\"DFUMbLzE\",\"guide_ch05_05-new-tech.md\":\"B9oZod58\",\"guide_index.md\":\"B-dwsUxO\",\"index.md\":\"BLrhxuxi\"}");window.__VP_SITE_DATA__=JSON.parse("{\"lang\":\"en-US\",\"dir\":\"ltr\",\"title\":\"医学影像处理开源教程\",\"description\":\"从物理成像原理到深度学习的系统性入门指南\",\"base\":\"/med-imaging-primer/\",\"head\":[],\"router\":{\"prefetchLinks\":true},\"appearance\":true,\"themeConfig\":{\"search\":{\"provider\":\"local\"}},\"locales\":{\"root\":{\"label\":\"简体中文\",\"lang\":\"zh-CN\",\"title\":\"医学影像处理开源教程\",\"description\":\"从物理成像原理到深度学习的系统性入门指南\",\"themeConfig\":{\"nav\":[{\"text\":\"首页\",\"link\":\"/\"},{\"text\":\"教程\",\"link\":\"/guide/\"},{\"text\":\"GitHub\",\"link\":\"https://github.com/datawhalechina/med-imaging-primer\",\"target\":\"_blank\"}],\"sidebar\":{\"/guide/\":[{\"text\":\"导览\",\"link\":\"/guide/\"},{\"text\":\"第1章 医学影像基础\",\"collapsed\":true,\"items\":[{\"text\":\"1.1 常见成像模态原理\",\"collapsed\":false,\"items\":[{\"text\":\"1.1.1 CT：光子与衰减\",\"link\":\"/guide/ch01/01-modalities/01-ct\"},{\"text\":\"1.1.2 MRI：磁场与自旋\",\"link\":\"/guide/ch01/01-modalities/02-mri\"},{\"text\":\"1.1.3 X射线：投影成像\",\"link\":\"/guide/ch01/01-modalities/03-xray\"},{\"text\":\"1.1.4 超声(US)：声波反射\",\"link\":\"/guide/ch01/01-modalities/04-ultrasound\"},{\"text\":\"1.1.5 PET/SPECT：功能代谢\",\"link\":\"/guide/ch01/01-modalities/05-pet\"}]},{\"text\":\"1.2 数据格式标准 (DICOM/NIfTI)\",\"link\":\"/guide/ch01/02-data-formats\"},{\"text\":\"1.3 常用开源工具\",\"link\":\"/guide/ch01/03-tools\"},{\"text\":\"1.4 图像质量与典型伪影\",\"link\":\"/guide/ch01/04-artifacts\"}]},{\"text\":\"第2章 重建前处理：信号校正\",\"collapsed\":true,\"items\":[{\"text\":\"2.1 CT/X-ray：正弦图与探测器校正\",\"link\":\"/guide/ch02/01-ct-preprocessing\"},{\"text\":\"2.2 MRI：K空间去卷绕与填充\",\"link\":\"/guide/ch02/02-mri-preprocessing\"},{\"text\":\"2.3 PET/US：衰减校正与降噪\",\"link\":\"/guide/ch02/03-pet-us-preprocessing\"}]},{\"text\":\"第3章 图像重建算法原理\",\"collapsed\":true,\"items\":[{\"text\":\"3.1 解析重建 (FBP/FFT)\",\"link\":\"/guide/ch03/01-analytic-recon\"},{\"text\":\"3.2 迭代重建 (SART/OSEM)\",\"link\":\"/guide/ch03/02-iterative-recon\"},{\"text\":\"3.3 深度学习重建 (AI4Recon) 简介\",\"link\":\"/guide/ch03/03-dl-recon\"}]},{\"text\":\"第4章 重建全流程实战 (Case Study)\",\"collapsed\":true,\"items\":[{\"text\":\"4.1 实验环境搭建 (ODL/TIGRE)\",\"link\":\"/guide/ch04/01-setup\"},{\"text\":\"4.2 案例一：CT 正弦图回放与重建\",\"link\":\"/guide/ch04/02-ct-case\"},{\"text\":\"4.3 案例二：MRI K空间成像实验\",\"link\":\"/guide/ch04/03-mri-case\"},{\"text\":\"4.4 质量评估：PSNR与SSIM实测\",\"link\":\"/guide/ch04/04-metrics\"}]},{\"text\":\"第5章 深度学习后处理与新技术\",\"collapsed\":true,\"items\":[{\"text\":\"5.1 预处理（强调模态差异）\",\"link\":\"/guide/ch05/01-preprocessing\"},{\"text\":\"5.2 图像分割：U-Net 及其变体\",\"link\":\"/guide/ch05/02-segmentation\"},{\"text\":\"5.3 分类与检测\",\"link\":\"/guide/ch05/03-classification\"},{\"text\":\"5.4 图像增强与恢复\",\"link\":\"/guide/ch05/04-enhancement\"},{\"text\":\"5.5 新范式：大模型(SAM)与生成式AI\",\"link\":\"/guide/ch05/05-new-tech\"}]},{\"text\":\"附录\",\"collapsed\":true,\"items\":[{\"text\":\"附录A：关键公式\",\"link\":\"/guide/appendix/A-formula\"},{\"text\":\"附录B：工具安装\",\"link\":\"/guide/appendix/B-tool-Installation\"},{\"text\":\"附录C：公开数据集列表\",\"collapsed\":true,\"items\":[{\"text\":\"C.1 CT数据集\",\"link\":\"/guide/appendix/C-dataset/C-1-CT\"},{\"text\":\"C.2 MRI数据集\",\"link\":\"/guide/appendix/C-dataset/C-2-MRI\"},{\"text\":\"C.3 X射线数据集\",\"link\":\"/guide/appendix/C-dataset/C-3-X-ray\"},{\"text\":\"C.4 多模态数据集\",\"link\":\"/guide/appendix/C-dataset/C-4-Multimodal\"}]},{\"text\":\"附录D：术语表\",\"link\":\"/guide/appendix/D-glossary\"}]}]},\"socialLinks\":[{\"icon\":\"github\",\"link\":\"https://github.com/datawhalechina/med-imaging-primer\"}],\"footer\":{\"message\":\"Released under the MIT License.\",\"copyright\":\"Copyright © 2025-present Your Name\"}}},\"en\":{\"label\":\"English\",\"lang\":\"en-US\",\"title\":\"Medical Imaging Primer\",\"description\":\"An Open Primer on Medical Imaging: From Physics to Deep Learning\",\"themeConfig\":{\"nav\":[{\"text\":\"Home\",\"link\":\"/en/\"},{\"text\":\"Tutorial\",\"link\":\"/en/guide/\"},{\"text\":\"GitHub\",\"link\":\"https://github.com/datawhalechina/med-imaging-primer\",\"target\":\"_blank\"}],\"sidebar\":{\"/en/guide/\":[{\"text\":\"Introduction\",\"link\":\"/en/guide/\"},{\"text\":\"Chapter 1: Medical Imaging Basics\",\"collapsed\":true,\"items\":[{\"text\":\"1.1 Imaging Modality Principles\",\"collapsed\":false,\"items\":[{\"text\":\"1.1.1 CT: Photons & Attenuation\",\"link\":\"/en/guide/ch01/01-modalities/01-ct\"},{\"text\":\"1.1.2 MRI: Magnetic Field & Spin\",\"link\":\"/en/guide/ch01/01-modalities/02-mri\"},{\"text\":\"1.1.3 X-ray: Projection Imaging\",\"link\":\"/en/guide/ch01/01-modalities/03-xray\"},{\"text\":\"1.1.4 Ultrasound (US): Acoustic Reflection\",\"link\":\"/en/guide/ch01/01-modalities/04-ultrasound\"},{\"text\":\"1.1.5 PET/SPECT: Metabolism & Function\",\"link\":\"/en/guide/ch01/01-modalities/05-pet\"}]},{\"text\":\"1.2 Data Formats (DICOM/NIfTI)\",\"link\":\"/en/guide/ch01/02-data-formats\"},{\"text\":\"1.3 Common Open-Source Tools\",\"link\":\"/en/guide/ch01/03-tools\"},{\"text\":\"1.4 Image Quality & Artifacts\",\"link\":\"/en/guide/ch01/04-artifacts\"}]},{\"text\":\"Chapter 2: Pre-Reconstruction Processing\",\"collapsed\":true,\"items\":[{\"text\":\"2.1 CT/X-ray: Sinogram & Detector Correction\",\"link\":\"/en/guide/ch02/01-ct-preprocessing\"},{\"text\":\"2.2 MRI: k-Space Unwrapping & Padding\",\"link\":\"/en/guide/ch02/02-mri-preprocessing\"},{\"text\":\"2.3 PET/US: Attenuation Correction & Denoising\",\"link\":\"/en/guide/ch02/03-pet-us-preprocessing\"}]},{\"text\":\"Chapter 3: Image Reconstruction Principles\",\"collapsed\":true,\"items\":[{\"text\":\"3.1 Analytic Reconstruction (FBP/FFT)\",\"link\":\"/en/guide/ch03/01-analytic-recon\"},{\"text\":\"3.2 Iterative Reconstruction (SART/OSEM)\",\"link\":\"/en/guide/ch03/02-iterative-recon\"},{\"text\":\"3.3 Deep Learning Reconstruction (AI4Recon)\",\"link\":\"/en/guide/ch03/03-dl-recon\"}]},{\"text\":\"Chapter 4: End-to-End Case Studies\",\"collapsed\":true,\"items\":[{\"text\":\"4.1 Environment Setup (ODL/TIGRE)\",\"link\":\"/en/guide/ch04/01-setup\"},{\"text\":\"4.2 Case 1: CT Sinogram Playback & Reconstruction\",\"link\":\"/en/guide/ch04/02-ct-case\"},{\"text\":\"4.3 Case 2: MRI k-Space Imaging Lab\",\"link\":\"/en/guide/ch04/03-mri-case\"},{\"text\":\"4.4 Metrics: PSNR & SSIM\",\"link\":\"/en/guide/ch04/04-metrics\"}]},{\"text\":\"Chapter 5: Deep Learning Post-Processing & New Trends\",\"collapsed\":true,\"items\":[{\"text\":\"5.1 Preprocessing (Modality-Specific)\",\"link\":\"/en/guide/ch05/01-preprocessing\"},{\"text\":\"5.2 Image Segmentation: U-Net and its Variants\",\"link\":\"/en/guide/ch05/02-segmentation\"},{\"text\":\"5.3 Classification and Detection\",\"link\":\"/en/guide/ch05/03-classification\"},{\"text\":\"5.4 Image Enhancement and Restoration\",\"link\":\"/en/guide/ch05/04-enhancement\"},{\"text\":\"5.5 New Paradigms: SAM & Generative AI\",\"link\":\"/en/guide/ch05/05-new-tech\"}]},{\"text\":\"Appendix\",\"collapsed\":true,\"items\":[{\"text\":\"Appendix A: Key Formulas\",\"link\":\"/en/guide/appendix/A-formula\"},{\"text\":\"Appendix B: Tool Installation\",\"link\":\"/en/guide/appendix/B-tool-Installation\"},{\"text\":\"Appendix C: Public Datasets\",\"collapsed\":true,\"items\":[{\"text\":\"C.1 CT Datasets\",\"link\":\"/en/guide/appendix/C-dataset/C-1-CT\"},{\"text\":\"C.2 MRI Datasets\",\"link\":\"/en/guide/appendix/C-dataset/C-2-MRI\"},{\"text\":\"C.3 X-ray Datasets\",\"link\":\"/en/guide/appendix/C-dataset/C-3-X-ray\"},{\"text\":\"C.4 Multimodal Datasets\",\"link\":\"/en/guide/appendix/C-dataset/C-4-Multimodal\"}]},{\"text\":\"Appendix D: Glossary\",\"link\":\"/en/guide/appendix/D-glossary\"}]}]},\"socialLinks\":[{\"icon\":\"github\",\"link\":\"https://github.com/datawhalechina/med-imaging-primer\"}],\"footer\":{\"message\":\"Released under the MIT License.\",\"copyright\":\"Copyright © 2025-present Your Name\"}}}},\"scrollOffset\":134,\"cleanUrls\":false,\"additionalConfig\":{}}");</script>
0 commit comments