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    106 repositories

    • TriALS

      Public
      MICCAI 2024/2025: nnUNet incorporating additional baselines as SAMed️, Mamba Variants, and MedNeXT to establish a benchmark for segmentation challenges.
      Python
      •
      Apache License 2.0
      •13•131•2•0•Updated May 19, 2026May 19, 2026

    • PRET

      Public
      PRET: A Few-shot System for Pan-cancer Recognition Without Example Training
      Python
      •
      Apache License 2.0
      •1•9•0•0•Updated May 12, 2026May 12, 2026

    • DeepSparse

      Public
      [TMI 2026] DeepSparse: A Foundation Model for Sparse-View CBCT Reconstruction
      tmicbctct-reconstruction
      tmicbctct-reconstructionfoundation-modelssparse-view-3d-reconstructionsparse-view-ct
      Python
      •
      MIT License
      •3•12•0•0•Updated May 12, 2026May 12, 2026

    • CCC-GRPO

      Public
      [ICML 2026] Injecting Distributional Awareness into MLLMs via Reinforcement Learning for Deep Imbalanced Regression
      regressionrlspatial-reasoning
      regressionrlspatial-reasoningsftembodied-aillmmllmvision-language-actiongrpo
      0•2•0•0•Updated May 11, 2026May 11, 2026

    • WSI-MLLM

      Public
      Towards Generalizable Pathology Reports via a Multimodal LLM with the Multicenter In-Context Learning
      Python
      •0•1•1•0•Updated May 4, 2026May 4, 2026

    • SSR-KD

      Public
      [npj Digital Medicine 2026] Real-Time Reconstruction of 3D Bone Models via Very-Low-Dose Protocols
      Python
      •
      MIT License
      •0•9•0•0•Updated Apr 13, 2026Apr 13, 2026

    • MSSG

      Public
      MICCAI 2023: Morphology-inspired Unsupervised Gland Segmentation via Selective Semantic Grouping
      Python
      •1•10•3•0•Updated Apr 13, 2026Apr 13, 2026

    • CLSS

      Public
      The official implementation of GCLSS (Generalized CLSS) and CLSS (NeurIPS 2023: Semi-Supervised Contrastive Learning for Deep Regression with Ordinal Rankings f…
      Python
      •2•14•1•0•Updated Apr 11, 2026Apr 11, 2026

    • SonoNexus

      Public
      SonoNexus:
      Python
      •1•2•0•0•Updated Apr 7, 2026Apr 7, 2026

    • SemKey

      Public
      Python
      •
      MIT License
      •0•11•0•0•Updated Apr 5, 2026Apr 5, 2026

    • AttTok

      Public
      ICLR 2026 AttTok: Marrying Attribute Tokens with Generative Pre-trained Vision-Language Models towards Medical Image Understanding
      Python
      •0•1•0•0•Updated Mar 27, 2026Mar 27, 2026

    • MedSapiens

      Public
      [MedIA 2026] MedSapiens: Taking a Pose to Rethink Medical Imaging Landmark Detection
      measurementlandmark-detectionultrasound
      measurementlandmark-detectionultrasoundx-raydentalmedical-image-analysisechocardiographyanatomical-landmark-detection
      Python
      •
      Other
      •1•17•0•0•Updated Mar 16, 2026Mar 16, 2026

    • ZEBRA

      Public
      [NeurIPS 2025] Zebra: Towards Zero-Shot Cross-Subject Generalization for Universal Brain Visual Decoding
      Python
      •3•9•3•0•Updated Mar 13, 2026Mar 13, 2026

    • VAMPIRE

      Public
      [MICCAI 2025] VAMPIRE: Uncovering Vessel Directional and Morphological Information from OCTA Images for Cardiovascular Disease Risk Factor Prediction
      Python
      •
      MIT License
      •2•11•1•0•Updated Mar 9, 2026Mar 9, 2026

    • VCFLOW

      Public
      ICLR 2026: A Cognitive Process-Inspired Architecture for Subject-Agnostic Brain Visual Decoding
      Python
      •0•2•3•0•Updated Feb 25, 2026Feb 25, 2026

    • CardiacMind

      Public
      Python
      •0•0•0•0•Updated Feb 21, 2026Feb 21, 2026

    • ECED

      Public
      Multi-Agent Collaboration for Integrating Echocardiography Expertise in Multi-Modal Large Language Models
      Python
      •
      MIT License
      •1•11•0•0•Updated Jan 29, 2026Jan 29, 2026

    • ST-SAM

      Public
      ISBI 2026: ST-SAM A Spatio-Temporal Enhanced SAM For Echocardiogram Video Segmentation
      0•0•0•0•Updated Jan 27, 2026Jan 27, 2026

    • CardiacCLIP

      Public
      [MICCAI 2025] CardiacCLIP: Video-based CLIP Adaptation for LVEF Prediction in a Few-shot Manner
      regressionclipcardiac
      regressionclipcardiacmiccaicardiovascularejection-fractionechocardiogrammiccai2025
      Jupyter Notebook
      •2•9•0•0•Updated Jan 4, 2026Jan 4, 2026

    • DDaTR

      Public
      IEEE TMI 2025: DDaTR: Dynamic Difference-aware Temporal Residual Network for Longitudinal Radiology Report Generation
      Python
      •2•13•0•0•Updated Dec 20, 2025Dec 20, 2025

    • TAM

      Public
      [ICCV25 Oral] Token Activation Map to Visually Explain Multimodal LLMs
      transformerscamexplainable-ai
      transformerscamexplainable-aimllmmultimodal-llmtoken-activation-map
      Python
      •10•188•0•2•Updated Dec 14, 2025Dec 14, 2025

    • MultiEYE

      Public
      [IEEE TMI 2024] MultiEYE: Dataset and Benchmark for OCT-Enhanced Retinal Disease Recognition from Fundus Images
      clipmultimodalvision-transformer
      clipmultimodalvision-transformerconcept-bottleneck
      Python
      •
      MIT License
      •6•48•4•0•Updated Dec 8, 2025Dec 8, 2025

    • FDDM

      Public
      [MICCAI 2023] Fundus-Enhanced Disease-Aware Distillation Model for Retinal Disease Classification from OCT Images
      knowledge-distillationmultimodalophthalmic-diseases-classification
      knowledge-distillationmultimodalophthalmic-diseases-classificationmiccai2023
      Python
      •
      MIT License
      •1•38•1•0•Updated Nov 28, 2025Nov 28, 2025

    • Med-RwR

      Public
      Proactive Reasoning-with-Retrieval Framework for Medical Multimodal Large Language Models
      Python
      •
      MIT License
      •1•12•2•0•Updated Nov 20, 2025Nov 20, 2025

    • GeCA

      Public
      MICCAI 2024: An Organism Starts with a Single Pix-Cell: A Neural Cellular Diffusion for High-Resolution Image Synthesis
      Python
      •2•12•0•0•Updated Nov 20, 2025Nov 20, 2025

    • SemiAnAgg

      Public
      TMLR 2024: Learning Unlabeled Clients Divergence for Federated Semi-Supervised Learning via Anchor Model Aggregation
      semi-supervised-learningfederated-learning
      semi-supervised-learningfederated-learning
      Python
      •0•5•0•0•Updated Nov 18, 2025Nov 18, 2025

    • RAG-Health

      Public
      Python
      •0•1•0•0•Updated Nov 17, 2025Nov 17, 2025

    • CaPro

      Public
      AAAI2026: CaPro: Curvilinear-aware Prompt Learning with Single Unlabeled Image for Cost-effective Curvilinear Structure Segmentation
      Python
      •1•13•1•0•Updated Nov 17, 2025Nov 17, 2025

    • fm-annealing

      Public
      Python
      •0•0•0•0•Updated Nov 16, 2025Nov 16, 2025

    • OFL-SAM2

      Public
      [2026 AAAI Oral] OFL-SAM2: Prompt SAM2 with Online Few-shot Learner for Efficient Medical Image Segmentation
      0•0•0•0•Updated Nov 16, 2025Nov 16, 2025
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