Optimized design of hybrid genetic algorithm with multilayer perceptron to predict patients with diabetes

OY Dweekat, SS Lam - Soft Computing, 2023 - Springer
Diabetes is a set of long-term metabolic issues characterized by high blood glucose levels
over a drawn-out time. It is a challenging and threatening disease because nearly half of …

Implementation and analysis of classification algorithms for diabetes

DK Choubey, S Paul, S Shandilya… - Current Medical …, 2020 - ingentaconnect.com
Background: In this era of cutting edge research, though one of the ubiquitous facilities
accessible to modern man is state of the art medical care yet diabetes has emerged as one …

[PDF][PDF] Support vector machine classification learning algorithm for diabetes prediction

RR Asaad - International Research Journal of Science, Technology …, 2022 - irjstem.com
Even before technology, health has always been a priority. Because healthcare has grown
so much, there is sufficient space for research in this field. It is critical to upgrade existing …

Autonomous prediction of Type 2 Diabetes with high impact of glucose level

MS Roobini, M Lakshmi - Computers and Electrical Engineering, 2022 - Elsevier
Cognitive Impairment (CI) is a syndrome in which a person's mental abilities are noticeably
weakened when compared to others of the same age. Memory loss, loss of attention …

Review of predictive analysis techniques for analysis diabetes risk

S Vyas, R Ranjan, N Singh… - 2019 Amity International …, 2019 - ieeexplore.ieee.org
Diabetes mellitus is one of the most commonplace persistent illnesses in nearly all nations,
and keeps booming in numbers and importance, as economic development and …

[PDF][PDF] A novel method for prediction of diabetes mellitus using deep convolutional neural network and long short-term memory

GLA Kumari, P Padmaja, JG Suma - Indonesian Journal of Electrical …, 2022 - academia.edu
Hyperglycemia arises due to diabetes mellitus, which is a persistent and lifethreatening
ailment. In this paper deep convolution neural network can be embedded to long short-term …

Diabetic Prediction based on Machine Learning Using PIMA Indian Dataset

MS Salih - Communications on Applied Nonlinear Analysis, 2024 - internationalpubls.com
Diabetes mellitus, a chronic condition, causes disruptions in the metabolic processes of
carbohydrates, lipids, and proteins. Hyperglycemia, characterised by elevated blood sugar …

GA_SVM: A classification system for diagnosis of diabetes

DK Choubey, S Paul - Handbook of research on soft computing and …, 2017 - igi-global.com
The modern society is prone to many life-threatening diseases which if diagnosis early can
be easily controlled. The implementation of a disease diagnostic system has gained …

GA_NN: An intelligent classification system for diabetes

DK Choubey, S Paul, VK Dhandhania - Soft Computing for Problem …, 2019 - Springer
In this modern era, one of the prime most facilities available to this generation is state-of-the-
art health care, and still diabetes has emerged as one the leading chronic disease. Diabetes …

Analysis of liver disorder by machine learning techniques

S Pahari, DK Choubey - … and Applications: Proceedings of SoCTA 2020 …, 2021 - Springer
In the current scenario, the classification methods are needed to reduce the possible errors.
It will help the physicians to take suitable decisions with speedy manner. Here, the prime …