Artificial Intelligence and Machine Learning for EDGE Computing

Chapter 9: Reliable diabetes mellitus forecasting using artificial neural network multilayer perceptron

Vijayalakshmi Saravanan^a; Megha Nivurruti^b; Ketaki Barde^b; Anju S. Pillai^c; Isaac Woungang^d    a Faculty, Rochester Institute of Technology, Rochester, NY, United States^b M.S (Data Science), Rochester Institute of Technology, Rochester, NY, United States^c Department of Electrical and Electronics Engineering, Amrita School of Engineering, Amrita Vishwa Vidyapeetham, Coimbatore, India^d Ryerson University, Toronto, ON, Canada

Abstract

The significant advances in the field of health science have led to the generation of remarkable medical data such as clinical details created from large electronic health records (EHRs). With the progress ...