Hypertension Detection via Tree-Based Stack Ensemble with SMOTE-Tomek Data Balance and XGBoost Meta-Learner
High blood pressure (or hypertension) is a causative disorder to a plethora of other ailments–
as it succinctly masks other ailments, making them difficult to diagnose and manage with a …
as it succinctly masks other ailments, making them difficult to diagnose and manage with a …
[PDF][PDF] Machine Learning Survival Analysis Model for Diabetes Mellitus
Developing effective survival analysis models would help guide the decision-making in
managing major health challenges. Model development can be achieved through various …
managing major health challenges. Model development can be achieved through various …
Multi-angle Support Vector Survival Analysis with Neural Tangent Kernel Study
Y Zhai, Y Zhang, H Liu, Z Zhang - Arabian Journal for Science and …, 2023 - Springer
Traditional survival analysis methods have been widely used in medicine and various fields,
but they must satisfy some statistical assumptions. Machine learning methods can overcome …
but they must satisfy some statistical assumptions. Machine learning methods can overcome …
Development of Machine Learning Based Diabetes Mellitus Survival Prognostic Model
Diabetes places a heavy burden on those who have it, the healthcare system, and society at
large. It is one of the major and increasingly health challenges causing serious illness to …
large. It is one of the major and increasingly health challenges causing serious illness to …