Detection of lobular structures in normal breast tissue.
Fiche publication
Date publication
juillet 2016
Journal
Computers in biology and medicine
Auteurs
Membres identifiés du Cancéropôle Est :
Pr WEMMERT Cédric
Tous les auteurs :
Apou G, Schaadt NS, Naegel B, Forestier G, Schönmeyer R, Feuerhake F, Wemmert C, Grote A
Lien Pubmed
Résumé
Ongoing research into inflammatory conditions raises an increasing need to evaluate immune cells in histological sections in biologically relevant regions of interest (ROIs). Herein, we compare different approaches to automatically detect lobular structures in human normal breast tissue in digitized whole slide images (WSIs). This automation is required to perform objective and consistent quantitative studies on large data sets.
Mots clés
Convolutional neural network, Digital histopathology, Image analysis, Normal breast lobule, Whole slide image
Référence
Comput. Biol. Med.. 2016 07 1;74:91-102