Open Heart

Severe aortic stenosis detection using seismocardiography

Background Patients with severe aortic stenosis (AS) are at high risk of mortality, regardless of symptom status. Despite ...
IEEE

A Semi-Supervised Prototypical Network with Dynamic Threshold Pseudo-Labeling for Forest Classification

Abstract: Forest tree species classification using remote sensing data often faces the challenge of limited labeled samples, which hampers the performance of deep learning models. While few-shot ...
Frontiers

How do cultural ecosystem services affect visitor emotions? Evidence from social media data in Shanghai urban parks

1 Edinburgh School of Architecture and Landscape Architecture, University of Edinburgh, Edinburgh, United Kingdom 2 School of Architecture and Landscape Architecture, University of British Columbia, ...
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 ...
GitHub

Diabetes Prediction Using Machine Learning

Diabetes affects over 537 million adults globally, with early detection critical for effective treatment and management. This project develops a machine learning classification model to predict ...