Deep Learning Classification of Treatment Response in Diabetic Painful Neuropathy: A Combined Machine Learning and Magnetic Resonance Neuroimaging Methodological Study.

Teh, Kevin; Armitage, Paul; Tesfaye, Solomon; Selvarajah, Dinesh

Teh, Kevin; Armitage, Paul; Tesfaye, Solomon; Selvarajah, Dinesh.

Afiliação

Teh K; Academic Unit of Radiology, Department of Infection, Immunity and Cardiovascular Disease, University of Sheffield, Sheffield, UK. k.teh@sheffield.ac.uk.
Armitage P; Academic Unit of Radiology, Department of Infection, Immunity and Cardiovascular Disease, University of Sheffield, Sheffield, UK.
Tesfaye S; Diabetes Research Department, Sheffield Teaching Hospitals NHS Foundation Trust, Sheffield, UK.
Selvarajah D; Diabetes Research Department, Sheffield Teaching Hospitals NHS Foundation Trust, Sheffield, UK.

Neuroinformatics ; 21(1): 35-43, 2023 01.

Article em En | MEDLINE | ID: mdl-36018533

Assuntos

Aprendizado Profundo; Diabetes Mellitus; Neuropatias Diabéticas; Humanos; Neuropatias Diabéticas/diagnóstico por imagem; Neuropatias Diabéticas/tratamento farmacológico; Imageamento por Ressonância Magnética/métodos; Neuroimagem/métodos; Aprendizado de Máquina; Espectroscopia de Ressonância Magnética

Palavras-chave

Convolutional neural network; Functional magnetic resonance imaging; Painful diabetic peripheral neuropathy; Resting state; Treatment response

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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Diabetes Mellitus / Neuropatias Diabéticas / Aprendizado Profundo Tipo de estudo: Prognostic_studies Limite: Humans Idioma: En Revista: Neuroinformatics Assunto da revista: INFORMATICA MEDICA / NEUROLOGIA Ano de publicação: 2023 Tipo de documento: Article País de afiliação: Reino Unido

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