Classification of Basal Cell Carcinoma in Ex Vivo Confocal Microscopy Images from Freshly Excised Tissues Using a Deep Learning Algorithm

Ex vivo confocal microscopy (EVCM) generates digitally colored purple-pink images similar to H&E without time-consuming tissue processing. It can be used during Mohs surgery for rapid detection of basal cell carcinoma (BCC); however, reading EVCM images requires specialized training. An automate...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	Journal of investigative dermatology 2022-05, Vol.142 (5), p.1291-1299.e2
Hauptverfasser:	Sendín-Martín, Mercedes, Lara-Caro, Manuel, Harris, Ucalene, Moronta, Matthew, Rossi, Anthony, Lee, Erica, Chen, Chih-Shan Jason, Nehal, Kishwer, Conejo-Mir Sánchez, Julián, Pereyra-Rodríguez, José-Juan, Jain, Manu
Format:	Artikel
Sprache:	eng
Schlagworte:	Carcinoma, Basal Cell - diagnostic imaging Carcinoma, Basal Cell - surgery Deep Learning Humans Microscopy, Confocal - methods Mohs Surgery - methods Skin Neoplasms - diagnostic imaging Skin Neoplasms - surgery
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!