Improved Alzheimer's Disease Detection by MRI Using Multimodal Machine Learning Algorithms.

Battineni, Gopi; Hossain, Mohmmad Amran; Chintalapudi, Nalini; Traini, Enea; Dhulipalla, Venkata Rao; Ramasamy, Mariappan; Amenta, Francesco

Battineni, Gopi; Hossain, Mohmmad Amran; Chintalapudi, Nalini; Traini, Enea; Dhulipalla, Venkata Rao; Ramasamy, Mariappan; Amenta, Francesco.

Afiliação

Battineni G; Telemedicine and Telepharmacy Centre, School of Medicinal and Health Products Sciences, University of Camerino, 62032 Camerino, Italy.
Hossain MA; Telemedicine and Telepharmacy Centre, School of Medicinal and Health Products Sciences, University of Camerino, 62032 Camerino, Italy.
Chintalapudi N; Telemedicine and Telepharmacy Centre, School of Medicinal and Health Products Sciences, University of Camerino, 62032 Camerino, Italy.
Traini E; Telemedicine and Telepharmacy Centre, School of Medicinal and Health Products Sciences, University of Camerino, 62032 Camerino, Italy.
Dhulipalla VR; The Research Centre of the ECE Department, V.R. Siddhartha Engineering College, Vijayawada 521002, Andhra Pradesh, India.
Ramasamy M; The Research Centre of the ECE Department, V.R. Siddhartha Engineering College, Vijayawada 521002, Andhra Pradesh, India.
Amenta F; Telemedicine and Telepharmacy Centre, School of Medicinal and Health Products Sciences, University of Camerino, 62032 Camerino, Italy.

Diagnostics (Basel) ; 11(11)2021 Nov 13.

Article em En | MEDLINE | ID: mdl-34829450

Palavras-chave

AUROC; Alzheimer's disease; Dementia; machine learning; performance; prediction

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Tipo de estudo: Diagnostic_studies / Prognostic_studies Idioma: En Revista: Diagnostics (Basel) Ano de publicação: 2021 Tipo de documento: Article

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