Open Heart

Trends and risk factors of stroke and mortality after transcatheter aortic valve implantation in the Netherlands

Background Stroke after transcatheter aortic valve implantation (TAVI) is an infrequent but serious complication with ...
IEEE

Predictive Analysis of Network-Based Attacks by Hybrid Machine Learning Algorithms Utilizing Bayesian Optimization, Logistic Regression, and Random Forest Algorithm

Abstract: These days, intrusion detection systems are one of the newest trends in society. These technologies serve as a defense against a variety of security breaches, the number of which has been ...
Frontiers

Diagnostic value of platelet to high-density lipoprotein cholesterol ratio in abdominal aortic aneurysms

Background: Abdominal aortic aneurysm (AAA) is a disease with a relatively high mortality risk. Currently, diagnosis of AAA predominantly depends on imaging examinations, and there is an urgent need ...
Frontiers

Preoperative prognostic nutritional index as a predictive factor for postoperative pneumonia in esophageal cancer patients undergoing esophagectomy

Background: Postoperative pneumonia (POP) remains a serious complication following esophagectomy for esophageal cancer (EC) patients, contributing to increased morbidity, mortality, and healthcare ...
IEEE

Optimized Diabetes Prediction using Logistic Regression with SGD and MBGD

Abstract: Optimization algorithms are essential for machine learning models to enhance prediction accuracy. There is a surge in the number of people suffering from diabetes in this present day, it is ...