Enhancing heart attack prediction with machine learning: A study at jordan university hospital

M Alshraideh, N Alshraideh… - … Intelligence and Soft …, 2024 - Wiley Online Library
Efforts have been made to address the adverse impact of heart disease on society by
improving its treatment and diagnosis. This study uses the Jordan University Hospital (JUH) …

An Efficient System for Diagnosis of Human Blindness Using Image-Processing and Machine-Learning Methods.

SA Alomari - International Journal of Online & Biomedical …, 2023 - search.ebscohost.com
The two main causes of blindness are diabetes and glaucoma. Routine diagnosis of
blindness is based on the conventional robust mass-screening method. However, despite …

[PDF][PDF] Optimizing Multi-Layer Perceptron using Variable Step Size Firefly Optimization Algorithm for Diabetes Data Classification.

MP Behera, A Sarangi, D Mishra… - Int. J. Online Biomed …, 2023 - academia.edu
Diabetes is recognized as one of the topmost chronic disorders in the modern world. It
causes disability and mortality, moreover, its prevalence is rising, especially in develo** …

Optimized computational diabetes prediction with feature selection algorithms

X Li, M Curiger, R Dornberger, T Hanne - Proceedings of the 2023 7th …, 2023 - dl.acm.org
Diabetes is a life-threatening disease that should be diagnosed and treated as early as
possible. In this paper, Recursive Feature Elimination (RFE) and a Genetic Algorithm (GA) …

Male and female hormone reading to predict pregnancy percentage using a deep learning technique: a real case study

L Shboul, K Fram, S Sharaeh, M Alshraideh, N Shaar… - AI, 2022 - mdpi.com
Diagnosing gynecological diseases is a significant difficulty for the medical sector.
Numerous patients visit gynecological clinics for pregnancies as well as for other illnesses …

[ZITATION][C] Fuzzy-Based Application Model and Profile Matching for Recommendation Suitability of Type 2 Diabetic

A Wantoro, AS Admi Syarif… - International …, 2021 - INSIGHT-Indonesian Society for …

[PDF][PDF] Application of Genetic Algorithms for Medical Diagnosis of Diabetes Mellitus

K Tyagi, D Kumar, R Gupta - Int. J. Exp. Res. Rev, 2024 - researchgate.net
The system of glucose-insulin control and associated problems in diabetes mellitus were
studied by mathematical modeling. It is a helpful theoretical tool for understanding the basic …

Application of Sensor Networks for Measuring Insulin Levels

M Pandurski, F Tsvetanov - 2020 - learntechlib.org
All WBANs are low-speed networks consisting of intelligent sensors and low-power
actuators that can be placed on the body or implanted in humans. With the help of these …

Comparative study of genetic algorithm and artificial neural network for multi-class classification based on type-2 diabetes treatment recommendation model

S Khanse, P Bhandari, R Singru… - … , Distributed and Grid …, 2020 - ieeexplore.ieee.org
Multi-class Classification is often used for classification and categorization purposes under
Machine Learning wherein vast datasets can be classified into multiple labels/classes. It is …

[PDF][PDF] Kidney Disease Predictor Based on Medical Decision Support System

E Abuobaid, SA Al-Shelleh, B Alshraideh… - Trends Tech. Sci …, 2020 - researchgate.net
Renal failure will increase mortality if untreated. When kidneys fail, the buildup of toxins
occurs. Which affects the whole body and cause complications. There are numerous causes …