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Edit Banana: A framework for converting statistical formats into editable.

Python 1,453 63 Updated Feb 10, 2026

Medical SAM3: A Foundation Model for Universal Prompt-Driven Medical Image Segmentation

Python 90 15 Updated Jan 20, 2026

Comprehensive literature review on hybrid AI systems combining temporal knowledge graphs, clinical constraints, and generative models for emergency department decision support

1 Updated Dec 11, 2025

STPath: A Generative Foundation Model for Integrating Spatial Transcriptomics and Whole Slide Images

Python 37 5 Updated Jul 27, 2025

A fourier transform based approach that enhances multiple instance learning to perform whole slide image classification.

Python 5 Updated Oct 21, 2025

[arXiv 2025] FairFedMed: Benchmarking Group Fairness in Federated Medical Imaging with FairLoRA

Python 16 4 Updated Oct 28, 2025

Medical SAM 2: Segment 3D Medical Images Via Segment Anything Model 2

Python 900 132 Updated Jan 6, 2025

[Science Advances] FairDiffusion: Enhancing Equity in Latent Diffusion Models via Fair Bayesian Perturbation

Python 12 5 Updated Apr 5, 2025

Open source tools for computational pathology - Nature BME

Python 1,606 484 Updated Apr 14, 2025

DSMIL: Dual-stream multiple instance learning networks for tumor detection in Whole Slide Image

Python 455 97 Updated Apr 29, 2024
Python 3 Updated Jul 24, 2024
Python 220 29 Updated Oct 26, 2025

深度学习经典、新论文逐段精读

32,562 2,776 Updated Mar 22, 2025

[CVPR 2024] ViT-Lens: Towards Omni-modal Representations

Python 190 11 Updated Feb 3, 2025

Learning from Partial Label Proportions for Whole Slide Image Segmentation in MICCAI2024.

Python 6 Updated Jul 4, 2024
Python 5 Updated Jun 3, 2024

[CVPR 2024] Feature Re-Embedding: Towards Foundation Model-Level Performance in Computational Pathology

Python 134 14 Updated Sep 19, 2025

Awesome List of Digital and Computational Pathology Resources

103 4 Updated Feb 11, 2026

AI-based pathology predicts origins for cancers of unknown primary - Nature

Python 179 51 Updated Nov 1, 2021

Pathology Foundation Model - Nature Medicine

Jupyter Notebook 674 82 Updated Mar 26, 2025

Clinical Histopathology Imaging Evaluation Foundation Model

Python 687 112 Updated Jan 8, 2026

[MICCAI 24] The official code repository for paper "FairDiff: Fair Segmentation with Point-Image Diffusion".

Python 59 2 Updated Mar 12, 2025

[ECCV 2024] FairDomain: Achieving Fairness in Cross-Domain Medical Image Segmentation and Classification

Python 38 6 Updated Jan 2, 2025

[arXiv 2024] FairVision: Equitable Deep Learning for Eye Disease Screening via Fair Identity Scaling

Python 13 6 Updated Mar 11, 2025

4M: Massively Multimodal Masked Modeling

Python 1,789 108 Updated Jun 2, 2025
Python 1 1 Updated Apr 14, 2024

[Journal of Biomedical and Health Informatics 2023] Artifact-Tolerant Clustering-Guided Contrastive Embedding Learning for Ophthalmic Images in Glaucoma

Python 2 2 Updated Sep 15, 2025

[CVPR 2024] FairCLIP: Harnessing Fairness in Vision-Language Learning

Jupyter Notebook 98 13 Updated Jul 18, 2025
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