histopathology

#计算机科学#Open source tools for computational pathology - Nature BME

#计算机科学#Hierarchical Image Pyramid Transformer - CVPR 2022 (Oral)

#计算机科学#Tools for computational pathology

翻译 - 计算病理学工具

Towards a general-purpose foundation model for computational pathology - Nature Medicine

#计算机科学#Computational Pathology Toolbox developed by TIA Centre, University of Warwick.

#计算机科学#DSMIL: Dual-stream multiple instance learning networks for tumor detection in Whole Slide Image

#数据仓库#Ressources of histopathology datasets

A vision-language foundation model for computational pathology - Nature Medicine

Fusing Histology and Genomics via Deep Learning - IEEE TMI

#计算机科学#Powerful, open-source AI tools for digital pathology.

cGAN-based Multi Organ Nuclei Segmentation

#计算机科学#AI-based pathology predicts origins for cancers of unknown primary - Nature

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

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

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

#计算机科学#Self-Supervised Vision Transformers Learn Visual Concepts in Histopathology (LMRL Workshop, NeurIPS 2021)

Stain normalization tools for histological analysis and computational pathology

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

Code for the paper " PDL: Regularizing Multiple Instance Learning with Progressive Dropout Layers "

#计算机科学#Fast and scalable search of whole-slide images via self-supervised deep learning - Nature Biomedical Engineering