Novel binary logistic regression model based on feature transformation of XGBoost for type 2 Diabetes Mellitus prediction in healthcare systems

Y Wu, Q Zhang, Y Hu, K Sun-Woo, X Zhang… - Future Generation …, 2022 - Elsevier
The rapidly increasing incidence of Diabetes Mellitus (DM) has shown that DM is a serious
disease that endangered human life in all parts of the world. The late stage of Type-II DM …

Combining clinical symptoms and patient features for malaria diagnosis: machine learning approach

M Mariki, E Mkoba, N Mduma - Applied Artificial Intelligence, 2022 - Taylor & Francis
Presumptive treatment and self-medication for malaria have been used in limited-resource
countries. However, these approaches have been considered unreliable due to the …

Extreme Learning Machine: Penerapan dan Aplikasi

JJ Pangaribuan, OP Barus - 2022 - repository.penerbiteureka.com
Abstract Extreme Learning Machine (ELM) adalah sebuah algoritma jaringan syaraf tiruan
yang muncul baru-baru ini dan sebuah metode atau mesin pembelajaran sederhana …

Prediction of Diseases Using Different Machine Learning Approaches

A Gupta, MK Gupta - 2022 3rd International Conference on …, 2022 - ieeexplore.ieee.org
Every year, as the number of patients and diseases increases, the medical system becomes
overburdened and, in many nations, expensive. The majority of the condition necessitates a …

Prediction of cardiovascular diseases using neural networks and machine learning

R Jegedeesan, T Karpagam… - 2022 IEEE 4th …, 2022 - ieeexplore.ieee.org
The field of data analysis, which is experiencing rapid growth, plays an important role in the
field of health care. The health industry has become an enormous enterprise. The …

Інтелектуальна технологія комп'ютерного діагностування патологій ока

АВ Путівець - 2022 - essuir.sumdu.edu.ua
Розроблено інформаційну технологію діагностування патології ока за зображенням.
При цьому запропоновано комплекс інформаційного, алгоритмічного та програмного …

Diabetes screening using machine learning algorithm

N Dahiya, S Gupta, M Garg - AIP Conference Proceedings, 2022 - pubs.aip.org
Currently, health management is a major concern all over the world. Particularly in India,
due to population, the health issues are increasing rapidly. Diabetes has become a major …

[PDF][PDF] A Review of Deep Learning Methods Applied to Ocular Diseases Recognition and Detection

M Vijayalakshmi, L Vinay, L Monisha, MS Nithin - academia.edu
Artificial intelligence is having an important effect on different areas of drug, and
ophthalmology isn't the exception. In particular, deep literacy styles have been applied …