pathology - GitHub 开源项目专题

1

mahmoodlab/CLAM

Open source tools for computational pathology - Nature BME

Python ⭐ 1.7k ⑂ 516 GPL-3.0 · 2025-04-15推送

deep-learning weakly-supervised-learning

2025-04-15

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2

mahmoodlab/PathomicFusion

Fusing Histology and Genomics via Deep Learning - IEEE TMI

Jupyter Notebook ⭐ 326 ⑂ 89 GPL-3.0 · 2022-08-22推送

genomics multimodal

2022-08-22

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3

mahmoodlab/MCAT

Multimodal Co-Attention Transformer for Survival Prediction in Gigapixel Whole Slide Images - ICCV 2021

Jupyter Notebook ⭐ 256 ⑂ 43 GPL-3.0 · 2022-03-12推送

genomics multimodal

2022-03-12

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4

mahmoodlab/MMP

Multimodal prototyping for cancer survival prediction - ICML 2024

Jupyter Notebook ⭐ 120 ⑂ 13 NOASSERTION · 2025-02-23推送

multimodal pathology

2025-02-23

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5

openmed-labs/synthvision

Synthetic medical VQA pipeline: 119K images annotated by frontier VLMs, cross-validated at 93% agreement, fine-tuned on 3 model families (2-3B params)

Python ⭐ 39 ⑂ 5 · 2026-03-23推送

dataset-generation fine-tuning

2026-03-23

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