A Comparison of Shallow and Deep Learning Methods for Predicting Cognitive Performance of Stroke Patients From MRI Lesion Images

Stroke causes behavioral deficits in multiple cognitive domains and there is a growing interest in predicting patient performance from neuroimaging data using machine learning techniques. Here, we investigated a deep learning approach based on convolutional neural networks (CNNs) for predicting the...

Popoln opis

Shranjeno v:
Bibliografske podrobnosti
izdano v:Front Neuroinform
Main Authors: Chauhan, Sucheta, Vig, Lovekesh, De Filippo De Grazia, Michele, Corbetta, Maurizio, Ahmad, Shandar, Zorzi, Marco
Format: Artigo
Jezik:Inglês
Izdano: Frontiers Media S.A. 2019
Teme:
Neuroscience
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC6684739/
https://ncbi.nlm.nih.gov/pubmed/31417388
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fninf.2019.00053
Oznake: Označite
Brez oznak, prvi označite!

Podobne knjige/članki