A Novel Intelligent System for Detection of Type 2 Diabetes with Modified Loss Function and Regularization

Type 2 Diabetes (T2DM) makes up about 90% of diabetes cases, as well as tough restriction on continuous monitoring and detecting become one of key aspects in T2DM. This research aims to develop an ensemble of several machine learning and deep learning models for early detection of T2DM with high acc...

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Veröffentlicht in:	Programming and computer software 2021-09, Vol.47 (5), p.402-414
Hauptverfasser:	Mallika, G. C., Alsadoon, Abeer, Pham, Duong Thu Hang, Mai, Ha Thi, Abdullah, Salma, Prasad, P.W.C., Nguyen, Tran Quoc Vinh
Format:	Artikel
Sprache:	eng
Schlagworte:	Accuracy Algorithms Artificial Intelligence Artificial neural networks Computer Science Datasets Deep learning Diabetes Disease Electronic health records Glucose Hypertension Machine learning Neural networks Operating Systems Patients Regularization Sensitivity Software Engineering Software Engineering/Programming and Operating Systems Time series
Online-Zugang:	Volltext
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