James P. Reilly

activity

20242026

most citedMEMS and ECM Sensor Technologies for Cardiorespiratory Sound Monitoring - A Comprehensive Review

9 citations · 9 across the 8 of their papers we have counts for

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2 papers · 1 filter

cs.LG2025

QuPCG: Quantum Convolutional Neural Network for Detecting Abnormal Patterns in PCG Signals

Yasaman Torabi, Shahram Shirani, James P. Reilly

Early identification of abnormal physiological patterns is essential for the timely detection of cardiac disease. This work introduces a hybrid quantum-classical convolutional neur…

cs.LG2025

Chem-NMF: Multi-layer $α$ -divergence Non-Negative Matrix Factorization for Cardiorespiratory Disease Clustering, with Improved Convergence Inspired by Chemical Catalysts and Rigorous Asymptotic Analysis

Yasaman Torabi, Shahram Shirani, James P. Reilly

Non-Negative Matrix Factorization (NMF) is an unsupervised learning method offering low-rank representations across various domains such as audio processing, biomedical signal anal…

QuPCG: Quantum Convolutional Neural Network for Detecting Abnormal Patterns in PCG Signals

Chem-NMF: Multi-layer α-divergence Non-Negative Matrix Factorization for Cardiorespiratory Disease Clustering, with Improved Convergence Inspired by Chemical Catalysts and Rigorous Asymptotic Analysis

Chem-NMF: Multi-layer $α$ -divergence Non-Negative Matrix Factorization for Cardiorespiratory Disease Clustering, with Improved Convergence Inspired by Chemical Catalysts and Rigorous Asymptotic Analysis