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...
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 |
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Format: | Article |
Language: | English |
Published: |
Public Library of Science (PLoS)
2020-01-01
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Series: | PLoS ONE |
Online Access: | https://doi.org/10.1371/journal.pone.0232376 |
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