A Novel Patient Similarity Network (PSN) Framework Based on Multi-Model Deep Learning for Precision Medicine.

Navaz, Alramzana Nujum; T El-Kassabi, Hadeel; Serhani, Mohamed Adel; Oulhaj, Abderrahim; Khalil, Khaled

Navaz, Alramzana Nujum; T El-Kassabi, Hadeel; Serhani, Mohamed Adel; Oulhaj, Abderrahim; Khalil, Khaled.

Afiliação

Navaz AN; Department of Information Systems and Security, College of Information Technology, UAE University, Al Ain P.O. Box 15551, United Arab Emirates.
T El-Kassabi H; Department of Computer Science and Software Engineering, Concordia University, Montreal, QC H3G 1M8, Canada.
Serhani MA; Department of Information Systems and Security, College of Information Technology, UAE University, Al Ain P.O. Box 15551, United Arab Emirates.
Oulhaj A; Department of Epidemiology and Public Health, College of Medicine and Health Sciences, Khalifa University, Abu Dhabi P.O. Box 17666, United Arab Emirates.
Khalil K; Institute of Public Health, College of Medicine and Health Sciences, UAE University, Al Ain P.O. Box 15551, United Arab Emirates.

J Pers Med ; 12(5)2022 May 10.

Article em En | MEDLINE | ID: mdl-35629190

Palavras-chave

BERT; autoencoder; big data; deep learning; electronic health records; patient; patient similarity network; patient-centered framework; personalized healthcare; precision medicine; transformers

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Texto completo: 1 Base de dados: MEDLINE Idioma: En Ano de publicação: 2022 Tipo de documento: Article

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Texto completo: 1 Base de dados: MEDLINE Idioma: En Ano de publicação: 2022 Tipo de documento: Article