Novel Internet of Things based approach toward diabetes prediction using deep learning models

A Naseem, R Habib, T Naz, M Atif, M Arif… - Frontiers in Public …, 2022 - frontiersin.org
The integration of the Internet of Things with machine learning in different disciplines has
benefited from recent technological advancements. In medical IoT, the fusion of these two …

IoT and machine learning based self care system for diabetes monitoring and prediction

A Hebbale, GHR Vinay… - 2021 2nd global …, 2021 - ieeexplore.ieee.org
Diabetes is a chronic disease caused by the assimilation of blood sugar, mainly because of
reduced production or no production of insulin within the body (type 1 diabetes), or because …

An efficient prediction system for diabetes disease based on deep neural network

T Beghriche, M Djerioui, Y Brik, B Attallah… - …, 2021 - Wiley Online Library
One of the main reasons for disability and premature mortality in the world is diabetes
disease, which can cause different sorts of damage to organs such as kidneys, eyes, and …

Artificial intelligence enabled web-based prediction of diabetes using machine learning approach

C Pankaj, KV Singh, KR Singh - 2021 International Conference …, 2021 - ieeexplore.ieee.org
Healthcare is the preservation of health that includes diagnosis, surgery, therapy, cure and
other related to health of the people. With the advancement of technology, healthcare is …

Machine learning and IoT‐based model for patient monitoring and early prediction of diabetes

N Verma, S Singh, D Prasad - Concurrency and Computation …, 2022 - Wiley Online Library
Health monitoring is one of the sustainable development areas throughout the globe and
Diabetes Mellitus is a common disease worldwide that is one of the main causes of health …

A novel IoT-based approach towards diabetes prediction using big data

R Biswas, S Pal, NHH Cuong… - Intelligent Computing in …, 2020 - Springer
Big data is a modern teamster of today's economical world. Data are being digitalized in
today's world as imperative judgment is taken by Big data analytics. In our manuscript, we …

Use of machine learning techniques to predict diabetes at an early stage

S Samet, MR Laouar, I Bendib - 2021 International Conference …, 2021 - ieeexplore.ieee.org
Because of its ability to improve disease prediction, machine learning has taken a prominent
place in healthcare services (HCS). Artificial intelligence and machine learning techniques …

A comparative study with different machine learning algorithms for diabetes disease prediction

HB Kibria, A Matin, N Jahan… - 2021 18th International …, 2021 - ieeexplore.ieee.org
Diabetic is a disease that occurred when the level of blood glucose is higher than usual,
which is also known as hyperglycemia. When the human body is incapable of producing …

A decision support system for diabetes prediction using machine learning and deep learning techniques

A Yahyaoui, A Jamil, J Rasheed… - 2019 1st International …, 2019 - ieeexplore.ieee.org
With the continuing increase in the number of the deadly diseases that threaten both human
health and life, medical Decision Support Systems (DSS) continue to prove their …

[PDF][PDF] Diabetes prediction: a deep learning approach

SI Ayon, MM Islam - International Journal of Information Engineering …, 2019 - mecs-press.org
Nowadays, Diabetes is one of the most common and severe diseases in Bangladesh as well
as all over the world. It is not only harmful to the blood but also causes different kinds of …