Slideflow: deep learning for digital histopathology with real-time whole-slide visualization

Abstract Deep learning methods have emerged as powerful tools for analyzing histopathological images, but current methods are often specialized for specific domains and software environments, and few open-source options exist for deploying models in an interactive interface. Experimenting with diffe...

Full description

Bibliographic Details

Main Authors:	James M. Dolezal, Sara Kochanny, Emma Dyer, Siddhi Ramesh, Andrew Srisuwananukorn, Matteo Sacco, Frederick M. Howard, Anran Li, Prajval Mohan, Alexander T. Pearson
Format:	Artigo
Language:	Inglês
Published:	BMC 2024-03-01
Series:	BMC Bioinformatics
Subjects:	Digital pathology Computational pathology Software toolkit Whole-slide imaging Explainable AI Self-supervised learning
Online Access:	https://doi.org/10.1186/s12859-024-05758-x
Tags:	Add Tag No Tags, Be the first to tag this record!