computational-pathology

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

#计算机科学#QuPath - Open-source bioimage analysis for research

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

Pathology Foundation Model - Nature Medicine

#计算机科学#Tools for computational pathology

翻译 - 计算病理学工具

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

Vision-Language Pathology Foundation Model - Nature Medicine

Tools for tissue image stain normalisation and augmentation in Python 3

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

Integrating histology and spatial transcriptomics - NeurIPS 2024

Code associated to the publication: Scaling self-supervised learning for histopathology with masked image modeling, A. Filiot et al., MedRxiv (2023). We publicly release Phikon 🚀

#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

#计算机科学#⚡ Open-source software for deep learning-based digital pathology

#计算机科学#List of pathology feature extractors and foundation models

Visual Language Pretrained Multiple Instance Zero-Shot Transfer for Histopathology Images - CVPR 2023

#计算机科学#A package for working with whole-slide data including a fast batch iterator that can be used to train deep learning models.

HistoSegNet: Semantic Segmentation of Histological Tissue Type in Whole Slide Images (ICCV 2019)

Attention-Challenging Multiple Instance Learning for Whole Slide Image Classification (ECCV2024)