Machine learning models for classification and identification of significant attributes to detect type 2 diabetes

Howlader, K C; Satu, M S; Awal, M A; Islam, M R; Mohammed, S; Islam, Shariful; Quinn, J M W; Moni, M A

islam-machinelearningmodelsfor-2022.pdf (2.16 MB)

Machine learning models for classification and identification of significant attributes to detect type 2 diabetes

journal contribution

posted on 2022-12-01, 00:00 authored by K C Howlader, M S Satu, M A Awal, M R Islam, S Mohammed, Shariful IslamShariful Islam, J M W Quinn, M A Moni

Machine learning models for classification and identification of significant attributes to detect type 2 diabetes

History

Journal

Health Information Science and Systems

Volume

10

Issue

1

Article number

2

Pagination

1 - 13

Publisher

Springer

Location

Berlin, Germany

Publisher DOI

https://doi.org/10.1007/s13755-021-00168-2

Link to full text

https://link.springer.com/content/pdf/10.1007/s13755-021-00168-2.pdf

eISSN

2047-2501

Language

English

Publication classification

C1 Refereed article in a scholarly journal

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Keywords

Diabetes Classifiers Feature selection sets Prediction model Machine learning models Science & Technology Life Sciences & Biomedicine Medical Informatics REGRESSION DIAGNOSIS SELECTION Cardiology (incl. Cardiovascular Diseases)

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Machine learning models for classification and identification of significant attributes to detect type 2 diabetes

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