3 papers
cs.LG2025
Chem-NMF: Multi-layer -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…
physics.optics2025
Quantum Biosensors on Chip: A Review from Electronic and Photonic Integrated Circuits to Future Integrated Quantum Photonic Circuits
Yasaman Torabi, Shahram Shirani, James P. Reilly
Quantum biosensors offer a promising route to overcome the sensitivity and specificity limitations of conventional biosensing technologies. Their ability to detect biochemical sign…
eess.SP2024
Design and Implementation of an IoT-based Respiratory Motion Sensor
Bardia Baraeinejad, Maryam Forouzesh, Saba Babaei +3
In the last few decades, several wearable devices have been designed to monitor respiration rate in an effort to capture pulmonary signals with higher accuracy and reduce patients'…