Open Heart

Machine learning-based cardiovascular risk calculator for non-cardiac surgery

Background Annually, 4% of the global population undergoes non-cardiac surgery, with 30% of those patients having at least ...
IEEE

Passenger Flow Prediction Model using AdaBoost Algorithm based on SVM

Abstract: Precise prediction of passenger flow has been complicated due to the turbulent essence of the transit structure and the impact method caused by numerous variables. Passenger flow has indeed ...
IEEE

AdaBoost-LSTM: A Hybrid Ensemble Framework for Sequential Credit Card Fraud Detection

Abstract: Credit card fraud detection is a critical task in financial systems, requiring effective algorithms to accurately classify transactions as fraudulent or non-fraudulent. This paper proposes a ...
Frontiers

Comparative analysis of clinical feature–based machine learning models for predicting myofascial pelvic pain syndrome: a single-center retrospective study

1 Department of Obstetrics and Gynecology, The Third Affiliated Hospital of Zhengzhou University, Zhengzhou, China 2 Prenatal Diagnosis Center, Reproductive Medicine Center, The First Hospital of ...
Frontiers

A machine learning model for assessing fetal health during pregnancy

There is a global imperative to end stillbirths, particularly in low middle income countries (LMICs), which suffer from disproportionate incidence. Sudden changes in fetal movement (FM) patterns often ...