3 papers
eess.SP2026
Deep Neural Network Architectures for Electrocardiogram Classification: A Comprehensive Evaluation
Yun Song, Wenjia Zheng, Tiedan Chen +3
With the rising prevalence of cardiovascular diseases, electrocardiograms (ECG) remain essential for the non-invasive detection of cardiac abnormalities. This study presents a comp…
cs.LG2025
The Role of Machine Learning in Reducing Healthcare Costs: The Impact of Medication Adherence and Preventive Care on Hospitalization Expenses
Yixin Zhang, Yisong Chen
This study reveals the important role of prevention care and medication adherence in reducing hospitalizations. By using a structured dataset of 1,171 patients, four machine learni…
cs.LG2025
Year-over-Year Developments in Financial Fraud Detection via Deep Learning: A Systematic Literature Review
Yisong Chen, Chuqing Zhao, Yixin Xu +2
This paper systematically reviews advancements in deep learning (DL) techniques for financial fraud detection, a critical issue in the financial sector. Using the Kitchenham system…