[HTML][HTML] Review of phonocardiogram signal analysis: insights from the PhysioNet/CinC challenge 2016 database

B Zhu, Z Zhou, S Yu, X Liang, Y Xie, Q Sun - Electronics, 2024 - mdpi.com
The phonocardiogram (PCG) is a crucial tool for the early detection, continuous monitoring,
accurate diagnosis, and efficient management of cardiovascular diseases. It has the …

Enhancing chest X-ray datasets with privacy-preserving large language models and multi-type annotations: a data-driven approach for improved classification

RB Lanfredi, P Mukherjee, RM Summers - Medical Image Analysis, 2025 - Elsevier
In chest X-ray (CXR) image analysis, rule-based systems are usually employed to extract
labels from reports for dataset releases. However, there is still room for improvement in label …

A Novel CAD Framework with Visual and Textual Interpretability: Multimodal Insights for Predicting Respiratory Diseases

R Mukhlis, S Saleem, H Kwon… - … and Data Processing …, 2024 - ieeexplore.ieee.org
Generating textual interpretability using recent advancements in large language models
(LLMs) is crucial for enhancing the efficiency of comprehensive computer-aided diagnosis …