Ressources of histopathology datasets
Histopathology Image Analysis
nucleus/cell and histopathology image classification,detection,segmentation
Deep Convolutional Gaussian Mixture Model for Stain-Color Normalization in Histopathological H&E Images
Pretrained model for self supervised histopathology
Staining unmixing and normalization for histopathology images.
HEST: Bringing Spatial Transcriptomics and Histopathology together - NeurIPS 2024
Self-Supervised Vision Transformers Learn Visual Concepts in Histopathology (LMRL Workshop, NeurIPS 2021)
This repository contains the code for implementing Bidirectional Relevance scores for Digital Histopathology, which was used for the results in the iMIMIC workshop paper: Regression Concept Vectors f...
Deep Learning Inferred Multiplex ImmunoFluorescence for IHC Image Quantification (https://deepliif.org) [Nature Machine Intelligence'22, CVPR'22, MICCAI'23, Histopathology'23, MICCAI'24]
Official code for "Self-Supervised driven Consistency Training for Annotation Efficient Histopathology Image Analysis" Published in Medical Image Analysis (MedIA) Journal, Oct, 2021.