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A novel stacking ensemble for detecting three types of diabetes mellitus using a Saudi Arabian dataset: Pre-diabetes, T1DM, and T2DM.
Gollapalli, Mohammed; Alansari, Aisha; Alkhorasani, Heba; Alsubaii, Meelaf; Sakloua, Rasha; Alzahrani, Reem; Al-Hariri, Mohammed; Alfares, Maiadah; AlKhafaji, Dania; Al Argan, Reem; Albaker, Waleed.
Afiliação
  • Gollapalli M; Department of Computer Information Systems, College of Computer Science and Information Technology, Imam Abdulrahman Bin Faisal University, P.O. Box 1982, Dammam, 31441, Saudi Arabia. Electronic address: magollapalli@iau.edu.sa.
  • Alansari A; Department of Computer Engineering, College of Computer Science and Information Technology, Imam Abdulrahman Bin Faisal University, P.O. Box 1982, Dammam, 31441, Saudi Arabia. Electronic address: 2180004329@iau.edu.sa.
  • Alkhorasani H; Department of Computer Engineering, College of Computer Science and Information Technology, Imam Abdulrahman Bin Faisal University, P.O. Box 1982, Dammam, 31441, Saudi Arabia. Electronic address: 2180007152@iau.edu.sa.
  • Alsubaii M; Department of Computer Engineering, College of Computer Science and Information Technology, Imam Abdulrahman Bin Faisal University, P.O. Box 1982, Dammam, 31441, Saudi Arabia. Electronic address: 2180001038@iau.edu.sa.
  • Sakloua R; Department of Computer Engineering, College of Computer Science and Information Technology, Imam Abdulrahman Bin Faisal University, P.O. Box 1982, Dammam, 31441, Saudi Arabia. Electronic address: 2180002151@iau.edu.sa.
  • Alzahrani R; Department of Computer Engineering, College of Computer Science and Information Technology, Imam Abdulrahman Bin Faisal University, P.O. Box 1982, Dammam, 31441, Saudi Arabia. Electronic address: 2180005319@iau.edu.sa.
  • Al-Hariri M; Department of Physiology, College of Medicine, Imam Abdulrahman Bin Faisal University, P.O. Box 1982, Dammam, 31441, Saudi Arabia. Electronic address: mtalhariri@iau.edu.sa.
  • Alfares M; Department of Physiology, College of Medicine, Imam Abdulrahman Bin Faisal University, P.O. Box 1982, Dammam, 31441, Saudi Arabia. Electronic address: mnalfares@iau.edu.sa.
  • AlKhafaji D; Department of Internal Medicine, College of Medicine, Imam Abdulrahman Bin Faisal University, King Fahad Hospital of the University, Khobar, Saudi Arabia. Electronic address: dmkhafaji@iau.edu.sa.
  • Al Argan R; Department of Internal Medicine, College of Medicine, Imam Abdulrahman Bin Faisal University, King Fahad Hospital of the University, Khobar, Saudi Arabia. Electronic address: Rjalarqan@iau.edu.sa.
  • Albaker W; Department of Internal Medicine, College of Medicine, Imam Abdulrahman Bin Faisal University, King Fahad Hospital of the University, Khobar, Saudi Arabia. Electronic address: wialbakr@iau.edu.sa.
Comput Biol Med ; 147: 105757, 2022 08.
Article em En | MEDLINE | ID: mdl-35777087
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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Estado Pré-Diabético / Diabetes Mellitus Tipo 1 / Diabetes Mellitus Tipo 2 / Insulinas Tipo de estudo: Diagnostic_studies / Prognostic_studies Aspecto: Patient_preference Limite: Humans País/Região como assunto: Asia Idioma: En Revista: Comput Biol Med Ano de publicação: 2022 Tipo de documento: Article
Texto completo
Imprimir
XML
PubMed Links
Buscar no Google

Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Estado Pré-Diabético / Diabetes Mellitus Tipo 1 / Diabetes Mellitus Tipo 2 / Insulinas Tipo de estudo: Diagnostic_studies / Prognostic_studies Aspecto: Patient_preference Limite: Humans País/Região como assunto: Asia Idioma: En Revista: Comput Biol Med Ano de publicação: 2022 Tipo de documento: Article