An Optimization-Based Diabetes Prediction Model Using CNN and Bi-Directional LSTM in Real-Time Environment

An Optimization-Based Diabetes Prediction Model Using CNN and Bi-Directional LSTM in Real-Time Environment

Diabetes is a long-term illness caused by the inefficient use of insulin generated by the pancreas. If diabetes is detected at an early stage, patients can live their lives healthier. Unlike previously used analytical approaches, deep learning does not need feature extraction. In order to support th...

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Bibliographic Details
Main Authors: Parul Madan, Vijay Singh, Vaibhav Chaudhari, Yasser Albagory, Ankur Dumka, Rajesh Singh, Anita Gehlot, Mamoon Rashid, Sultan S. Alshamrani, Ahmed Saeed AlGhamdi
Format: Article
Language:English
Published: MDPI AG 2022-04-01
Series:Applied Sciences
Subjects:
deep learning
CNN
Bi-LSTM
PIDD
real-time
prediction model
Online Access:https://www.mdpi.com/2076-3417/12/8/3989

Internet

https://www.mdpi.com/2076-3417/12/8/3989

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