#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#Cancer metastasis detection with neural conditional random field (NCRF)
Program for the analysis and visualization of whole-slide images in digital pathology
#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
Bio-Formats is a Java library for reading and writing data in life sciences image file formats. It is developed by the Open Microscopy Environment. Bio-Formats is released under the GNU General Publ...
#计算机科学#Powerful, open-source AI tools for digital pathology.
Digital pathology image viewer with support for human/machine generated annotations and markups.
#数据仓库#Deep Learning Inferred Multiplex ImmunoFluorescence for IHC Image Quantification (https://deepliif.org) [Nature Machine Intelligence'22, CVPR'22, MICCAI'23, Histopathology'23, MICCAI'24]
Code for paper: DGR-MIL: Exploring Diverse Global Representation in Multiple Instance Learning for Whole Slide Image Classification [ECCV 2024]
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#A package for working with whole-slide data including a fast batch iterator that can be used to train deep learning models.
A Python module that produces image patches and annotation masks from whole slide images for deep learning in digital pathology.
#计算机科学#🔥 🚀 Blazingly fast pipeline for patch-based classification in whole slide images
This repo provides the pipeline of processing TCGA whole-slide images for downstream pathology analysis.