Deep learning in rare disease. Detection of tubers in tuberous sclerosis complex.

Deep learning in rare disease. Detection of tubers in tuberous sclerosis complex.

OBJECTIVE:To develop and test a deep learning algorithm to automatically detect cortical tubers in magnetic resonance imaging (MRI), to explore the utility of deep learning in rare disorders with limited data, and to generate an open-access deep learning standalone application. METHODS:T2 and FLAIR...

Full description

Bibliographic Details
Main Authors: Iván Sánchez Fernández, Edward Yang, Paola Calvachi, Marta Amengual-Gual, Joyce Y Wu, Darcy Krueger, Hope Northrup, Martina E Bebin, Mustafa Sahin, Kun-Hsing Yu, Jurriaan M Peters, TACERN Study Group
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2020-01-01
Series:PLoS ONE
Online Access:https://doi.org/10.1371/journal.pone.0232376

Internet

https://doi.org/10.1371/journal.pone.0232376

Similar Items