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    31 repositories

    • KANResDiff

      Public
      [MICCAI 2026] Offcial pytorch implementation for paper 'KANResDi: Learning Local Residual Diusion via Kolmogorov-Arnold Network for Ambiguous Medical Image Segm…
      0•0•0•0•Updated Jun 13, 2026Jun 13, 2026

    • StaffEcho

      Public
      jbhi:Anatomy-Guided Spatiotemporal Affinity Learning for Unsupervised Domain Adaptation in Echocardiography Segmentation
      Python
      •0•0•0•0•Updated May 26, 2026May 26, 2026

    • TKRL_DCMIS

      Public
      [JBHI-2026]TKRL: Targeted Knowledge Rectification Learning against Teacher-Originated Defects in Domain Continual Segmentation
      Python
      •0•0•0•0•Updated May 21, 2026May 21, 2026

    • ROTE

      Public
      [MICCAI-2026] ROTE: Routing–Timescale Framework for Balanced Expert Allocation in MoE-Based Continual Segmentation
      0•0•0•0•Updated May 21, 2026May 21, 2026

    • CauAug_DCMIS

      Public
      [JBHI-2025] Causality-Adjusted Data Augmentation for Domain Continual Medical Image Segmentation
      Python
      •0•1•0•0•Updated May 7, 2026May 7, 2026

    • TED_DCMIS

      Public
      [MedIA-2024] Boosting Knowledge Diversity, Accuracy, and Stability via Tri-Enhanced Distillation for Domain Continual Medical Image Segmentation
      Python
      •0•8•0•0•Updated May 7, 2026May 7, 2026

    • ATFM

      Public
      [AAAI-26 Oral] Ambiguity-aware Truncated Flow Matching for Ambiguous Medical Image Segmentation
      Python
      •0•18•0•0•Updated Mar 31, 2026Mar 31, 2026

    • PLATO

      Public
      [Knowledge-based Systems 2026] PLATO: ProbabiListic hierArchical mulTi-head mOdel for Plug-and-play Ambiguous Medical Image Segmentation
      Python
      •
      GNU General Public License v3.0
      •0•3•0•0•Updated Mar 26, 2026Mar 26, 2026

    • EDA

      Public
      Official code for our CVPR 2026 paper "Elucidating the Design Space of Arbitrary-Noise-Based Diffusion Models". Code will be released soon.
      0•1•2•0•Updated Mar 4, 2026Mar 4, 2026

    • Causal-CAD

      Public
      Python
      •
      MIT License
      •0•1•0•0•Updated Dec 23, 2025Dec 23, 2025

    • AKF-Net

      Public
      [Information Fusion 2026] Pytorch implementation of the paper "Anatomic-kinetic fusion network for pituitary gland and microadenoma segmentation in multi-phase …
      feature-fusionspatial-temporal-feature-learningdce-mri-segmentation
      feature-fusionspatial-temporal-feature-learningdce-mri-segmentation
      Python
      •
      Apache License 2.0
      •1•3•0•0•Updated Sep 7, 2025Sep 7, 2025

    • INSTANCE2022

      Public
      Official repository of MICCAI 2022 INSTANCE challenge
      Python
      •
      Apache License 2.0
      •5•11•4•0•Updated Jun 14, 2025Jun 14, 2025

    • LightCRCF

      Public
      Python
      •0•0•0•0•Updated Jun 11, 2025Jun 11, 2025

    • MutualReg

      Public
      Python
      •0•1•0•0•Updated Jun 11, 2025Jun 11, 2025

    • LDSB

      Public
      [CVPR 2025] Pytorch Implementation of the Paper "Finding Local Diffusion Schr\"odinger Bridge using Kolmogorov-Arnold Network"
      Python
      •0•3•1•0•Updated May 13, 2025May 13, 2025

    • MeMGB-Diff

      Public
      [MedIA] MeMGB-Diff: Memory-Efficient Multivariate Gaussian Bias Diffusion Model for 3D Bias Field Correction
      Python
      •1•2•0•0•Updated May 13, 2025May 13, 2025

    • EdgeReg

      Public
      Jupyter Notebook
      •0•0•0•0•Updated Feb 25, 2025Feb 25, 2025

    • TDSC-ABUS2023

      Public
      Official repository of MICCAI 2023 TDSC-ABUS challenge
      Python
      •
      Apache License 2.0
      •3•18•0•0•Updated Feb 2, 2025Feb 2, 2025

    • CAD_diagnosis

      Public
      Automatic Diagnosis of Coronary Artery Disease based on Coronary CT Angiography
      Python
      •2•0•1•0•Updated Jan 19, 2025Jan 19, 2025

    • MedFILIP

      Public
      [IEEE-JBHI 2025] Pytorch implementation of the paper "MedFILIP: Medical Fine-Grained Language-Image Pre-Training s"
      Python
      •
      Apache License 2.0
      •4•23•1•0•Updated Jan 18, 2025Jan 18, 2025

    • AFLL

      Public
      [IEEE-TFS 2025] Pytorch implementation of the paper "Adjacency-aware Fuzzy Label Learning for Skin Disease Diagnosis"
      label-ambiguityfuzzy-label-learningskin-disease-diagnosis
      label-ambiguityfuzzy-label-learningskin-disease-diagnosis
      Python
      •
      Apache License 2.0
      •0•3•1•0•Updated Dec 31, 2024Dec 31, 2024

    • atlasnet

      Public
      This is the implementation of the pytorch version of AtlasNet.
      Python
      •1•3•0•0•Updated Jun 6, 2024Jun 6, 2024

    • ULTRA

      Public
      [MedIA2023 & MICCAI2022 ] Ambiguity-aware breast tumor cellularity estimation via self-ensemble label distribution learning
      label-distribution-learningbrest-cancer-predictionhistopathology-image-analysis
      label-distribution-learningbrest-cancer-predictionhistopathology-image-analysisneoadjuvant-treatmenttumour-cellularity-estimation
      Python
      •
      MIT License
      •2•9•0•0•Updated Oct 9, 2023Oct 9, 2023

    • CLDL

      Public
      [MedIA2023] Curriculum label distribution learning for imbalanced medical image segmentation
      imbalanced-learningcurriculum-learninglabel-distribution-learning
      imbalanced-learningcurriculum-learninglabel-distribution-learningmedical-image-segmentation
      Python
      •
      GNU General Public License v3.0
      •1•4•0•0•Updated Sep 28, 2023Sep 28, 2023

    • TAC-Net

      Public
      Python
      •
      MIT License
      •1•2•0•0•Updated Sep 18, 2023Sep 18, 2023

    • PARSE2022

      Public
      Official repository of MICCAI 2022 Parse challenge
      Python
      •
      Apache License 2.0
      •6•15•1•0•Updated Jul 22, 2023Jul 22, 2023

    • BEACCE

      Public
      Python
      •
      MIT License
      •0•3•0•0•Updated Dec 27, 2022Dec 27, 2022

    • UN-SMLNet

      Public
      [Medical Physics' 2022] [Pytorch] Uncertainty-guided symmetric multi-level supervision network for 3D left atrium segmentation in late gadolinium-enhanced MRI
      uncertaintysegmentationleft-atrium
      uncertaintysegmentationleft-atriumlge-mri
      Python
      •
      MIT License
      •1•3•0•0•Updated Sep 11, 2022Sep 11, 2022

    • SCC

      Public
      [CMIG‘2022] [Pytorch]A Contrastive Consistency Semi-supervised Left Atrium Segmentation Model
      semi-supervised-learningsegmentationcontrastive-loss
      semi-supervised-learningsegmentationcontrastive-lossleft-atrium
      Python
      •
      MIT License
      •3•15•2•0•Updated Sep 8, 2022Sep 8, 2022

    • miblock

      Public
      medical image analysis toolkit
      Python
      •
      MIT License
      •0•3•0•0•Updated Aug 2, 2022Aug 2, 2022
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