Deep learning predictions of survival based on MRI in amyotrophic lateral sclerosis

Deep learning predictions of survival based on MRI in amyotrophic lateral sclerosis

Amyotrophic lateral sclerosis (ALS) is a progressive neuromuscular disease, with large variation in survival between patients. Currently, it remains rather difficult to predict survival based on clinical parameters alone. Here, we set out to use clinical characteristics in combination with MRI data...

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Bibliographic Details
Main Authors: Hannelore K. van der Burgh, Ruben Schmidt, Henk-Jan Westeneng, Marcel A. de Reus, Leonard H. van den Berg, Martijn P. van den Heuvel
Format: Article
Language:English
Published: Elsevier 2017-01-01
Series:NeuroImage: Clinical
Subjects:
Deep learning
Neural network
Amyotrophic lateral sclerosis
White matter connectivity
Survival
Prediction
Online Access:http://www.sciencedirect.com/science/article/pii/S2213158216301899

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http://www.sciencedirect.com/science/article/pii/S2213158216301899

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