digital-pathology topic
CLAM
Data-efficient and weakly supervised computational pathology on whole slide images - Nature Biomedical Engineering
DeepLIIF
Deep Learning Inferred Multiplex ImmunoFluorescence for IHC Image Quantification (https://deepliif.org) [Nature Machine Intelligence'22, CVPR'22, MICCAI'23, Histopathology'23, MICCAI'24]
TissUUmapsCore
TissUUmaps is a browser-based tool for fast visualization and exploration of millions of data points overlaying a tissue sample. TissUUmaps can be used as a web service or locally in your computer, an...
MI-Zero
Visual Language Pretrained Multiple Instance Zero-Shot Transfer for Histopathology Images - CVPR 2023
CONCH
A vision-language foundation model for computational pathology - Nature Medicine
UNI
Towards a general-purpose foundation model for computational pathology - Nature Medicine
pado
PAthological Data Obsession - cloud native digital pathology datasets
HiPS
Histomic Prognostic Signature (HiPS): A population-level computational histologic signature for invasive breast cancer prognosis
opentile
Python library for reading tiles from wsi tiff-files.