Hi-Le and HiTCLe: Ensemble Learning Approaches for Early Diabetes Detection using Deep Learning and eXplainable Artificial Intelligence

I Shaheen, N Javaid, N Alrajeh, Y Asim, S Aslam - IEEE Access, 2024 - ieeexplore.ieee.org
Diabetes is a metabolic disease caused by the body's failure to use insulin or break down
meals correctly. Every year, an alarming number of new cases of diabetes are recorded. A …

[PDF][PDF] A Novel MCDM-Based Framework to Recommend Machine Learning Techniques for Diabetes Prediction.

A Kumar, K Kaur - International Journal of Engineering & …, 2024 - pdfs.semanticscholar.org
Early detection of diabetes is crucial because of its incurable nature. Several diabetes
prediction models have been developed using machine learning techniques (MLTs). The …

[HTML][HTML] Stacking ensemble approach to diagnosing the disease of diabetes

A Daza, CFP Sánchez, G Apaza-Perez, J Pinto… - Informatics in Medicine …, 2024 - Elsevier
Background Diabetes is a very common disease today and has acquired a worrying focus in
the field of public health globally, in fact, it is estimated that the number of people with …

A systematic review and applications of how AI evolved in healthcare

K Divya, R Kannadasan - Optical and Quantum Electronics, 2024 - Springer
Abstract Machine Learning (ML) is a specialized domain within the broader science of
Artificial Intelligence. Machine Learning facilitates the acquisition of knowledge by machines …

Peningkatan Deep Neural Network pada Kasus Prediksi Diabetes Menggunakan PSO

R Firmansyah, GF Shidik - Techno. com, 2023 - publikasi.dinus.ac.id
Diabetes adalah ancaman utama bagi kesehatan penduduk dunia yang saat ini merupakan
penyebab utama kematian pada penduduk dunia yang berusia kurang dari 60 tahun …

Diabetes Risk Prediction Through Fine-Tuned Gradient Boosting

P Rani, R Lamba, RK Sachdeva, A Jain… - International Advanced …, 2023 - Springer
Diabetes, a chronic metabolic disease with a rising global prevalence, significantly impacts
individuals' health. Diabetes increases a person's risk of developing various diseases …

Computerized respiratory sound based diagnosis of pneumonia

NS Haider, AK Behera - Medical & Biological Engineering & Computing, 2024 - Springer
Globally, respiratory disorders are a great health burden, affecting as well as destroying
human lives; pneumonia is one among them. Pneumonia stages can progress from mild …

Bio-inspired Approach for Early Diabetes Prediction and Diet Recommendation

A Jain, A Singhal - SN Computer Science, 2024 - Springer
Diabetes mellitus is one of the hyperglycemic diseases. To meet with an objective of early
prediction of diabetes, the paper comprises of case studies of diabetes patients, the existing …

Enhancing Diabetes Detection using Machine Learning: A Focus on Optimizing Recall Performance

A Shinde, A Singh - 2023 Second International Conference on …, 2023 - ieeexplore.ieee.org
Diabetes mellitus is a clinically and genetically heterogeneous group of disorders that can
be distinguished by high blood glucose levels caused by either insulin deficiency or the …

DiabPrednet: development of attention-based long short-term memory-based diabetes prediction model with optimal weighted feature fusion mechanism

S Nagendiran, S Rohini, P Jagadeesan… - Computer Methods in …, 2024 - Taylor & Francis
Machine learning is a computer technique that automatically learns from experience and
enhances the effectiveness of producing more precise diabetes predictions. However, large …