histopathology 开源项目推荐（376 个）

mahmoodlab /CLAM

计算病理学开源工具- Nature BME

mahmoodlab /UNI

病理学基础模型 - Nature Medicine

mahmoodlab /HIPT

Hierarchical Image Pyramid Transformer - CVPR 2022 (Oral)

maduc7 /Histopathology-Datasets

Ressources of histopathology datasets

TissueImageAnalytics /tiatoolbox

Computational Pathology Toolbox developed by TIA Centre, University of Warwick.

mahmoodlab /CONCH

Vision-Language Pathology Foundation Model - Nature Medicine

Dana-Farber-AIOS /pathml

Tools for computational pathology

binli123 /dsmil-wsi

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

mahmoodlab /TITAN

Multimodal Whole Slide Foundation Model for Pathology - Nature Medicine

slideflow /slideflow

Powerful, open-source AI tools for digital pathology.

rendeirolab /LazySlide

Accessible and interoperable whole slide image analysis for digital pathology in Python

mahmoodlab /PathomicFusion

Fusing Histology and Genomics via Deep Learning - IEEE TMI

mahmoodlab /NucleiSegmentation

cGAN-based Multi Organ Nuclei Segmentation

EIDOSLAB /torchstain

Stain normalization tools for histological analysis and computational pathology

wisdomikezogwo /quilt1m

[NeurIPS 2023 Oral] Quilt-1M: One Million Image-Text Pairs for Histopathology.

mahmoodlab /TOAD

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

mahmoodlab /Patch-GCN

Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks - MICCAI 2021

ChongQingNoSubway /DGR-MIL

Code for paper: DGR-MIL: Exploring Diverse Global Representation in Multiple Instance Learning for Whole Slide Image Classification [ECCV 2024]

Richarizardd /Self-Supervised-ViT-Path

Self-Supervised Vision Transformers Learn Visual Concepts in Histopathology (LMRL Workshop, NeurIPS 2021)

MarvinLer /tcga_segmentation

Whole Slide Image segmentation with weakly supervised multiple instance learning on TCGA | MICCAI2020 https://arxiv.org/abs/2004.05024