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1. ATM-22-Related-Work ATM-22-Related-Work Public

   [MedIA 2023/MICCAI 2022 Grand Challenge]: Airway Tree Modeling (ATM'22) Related Work Collections, also includes the state-of-the-art works on pulmonary airway segmentation and related works.

   Python 155 23

2. Medical-SSL Medical-SSL Public

   [MedIA 2023] The official implementation of MIA paper "Dive into the details of Self-supervised Learning for Medical Image Analysis"

   Python 30 3

3. PASS PASS Public

   [IEEE TMI 2024] PASS: Prompt tuning for both styles and semantic shapes

   Python 14 2

4. Reflecting-Topology-Consistency-and-Abnormality-via-Learnable-Attentions Reflecting-Topology-Consistency-and-Abnormality-via-Learnable-Attentions Public

   [IPCAI 2025] Reflecting Topology Consistency and Abnormality via Learnable Attentions

   Python 3 1

5. SR-LoRA SR-LoRA Public

   [ICCV 2025] Beyond Low-Rank Tuning: Model Prior-Guided Rank Allocation for Effective Transfer in Low-Data and Large-Gap Regimes

   Python 3

6. Trim-then-Aug Trim-then-Aug Public

   [MedIA 2025] The official implementation of MIA paper: "Trimming-then-Augmentation: Towards Robust Depth and Odometry Estimation for Endoscopic Images"

   Python