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@PerceptionComputingLab

Perception Computing Lab

We are working on deep learning-based medical image analysis, and devoted to make some contributions to the development of AI in healthcare.

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  1. PARSE2022 PARSE2022 Public

    Official repository of MICCAI 2022 Parse challenge

    Python 15 6

  2. INSTANCE2022 INSTANCE2022 Public

    Official repository of MICCAI 2022 INSTANCE challenge

    Python 11 7

  3. TDSC-ABUS2023 TDSC-ABUS2023 Public

    Official repository of MICCAI 2023 TDSC-ABUS challenge

    Python 18 3

  4. MedFILIP MedFILIP Public

    [IEEE-JBHI 2025] Pytorch implementation of the paper "MedFILIP: Medical Fine-Grained Language-Image Pre-Training s"

    Python 26 4

  5. SCC SCC Public

    [CMIG‘2022] [Pytorch]A Contrastive Consistency Semi-supervised Left Atrium Segmentation Model

    Python 15 3

  6. ATFM ATFM Public

    [AAAI-26 Oral] Ambiguity-aware Truncated Flow Matching for Ambiguous Medical Image Segmentation

    Python 19

Repositories

Showing 10 of 32 repositories
  • KANResDiff Public

    [MICCAI 2026] KANResDiff: Learning Local Residual Diffusion via Kolmogorov-Arnold Network for Ambiguous Medical Image Segmentation

    PerceptionComputingLab/KANResDiff's past year of commit activity
    Python 0 1 0 0 Updated Jul 7, 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.

    PerceptionComputingLab/EDA's past year of commit activity
    Python 6 0 2 0 Updated Jul 4, 2026
  • CS-CoT Public
    PerceptionComputingLab/CS-CoT's past year of commit activity
    0 0 0 0 Updated Jun 26, 2026
  • StaffEcho Public

    jbhi:Anatomy-Guided Spatiotemporal Affinity Learning for Unsupervised Domain Adaptation in Echocardiography Segmentation

    PerceptionComputingLab/StaffEcho's past year of commit activity
    Python 0 0 0 0 Updated May 26, 2026
  • TKRL_DCMIS Public

    [JBHI-2026]TKRL: Targeted Knowledge Rectification Learning against Teacher-Originated Defects in Domain Continual Segmentation

    PerceptionComputingLab/TKRL_DCMIS's past year of commit activity
    Python 0 0 0 0 Updated May 21, 2026
  • ROTE Public

    [MICCAI-2026] ROTE: Routing–Timescale Framework for Balanced Expert Allocation in MoE-Based Continual Segmentation

    PerceptionComputingLab/ROTE's past year of commit activity
    0 0 0 0 Updated May 21, 2026
  • CauAug_DCMIS Public

    [JBHI-2025] Causality-Adjusted Data Augmentation for Domain Continual Medical Image Segmentation

    PerceptionComputingLab/CauAug_DCMIS's past year of commit activity
    Python 1 0 0 0 Updated May 7, 2026
  • TED_DCMIS Public

    [MedIA-2024] Boosting Knowledge Diversity, Accuracy, and Stability via Tri-Enhanced Distillation for Domain Continual Medical Image Segmentation

    PerceptionComputingLab/TED_DCMIS's past year of commit activity
    Python 8 0 0 0 Updated May 7, 2026
  • ATFM Public

    [AAAI-26 Oral] Ambiguity-aware Truncated Flow Matching for Ambiguous Medical Image Segmentation

    PerceptionComputingLab/ATFM's past year of commit activity
    Python 19 0 0 0 Updated Mar 31, 2026
  • PLATO Public

    [Knowledge-based Systems 2026] PLATO: ProbabiListic hierArchical mulTi-head mOdel for Plug-and-play Ambiguous Medical Image Segmentation

    PerceptionComputingLab/PLATO's past year of commit activity
    Python 3 GPL-3.0 0 0 0 Updated Mar 26, 2026
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