Morphology-Aware HRV Estimation from Wrist PPG in Sedentary Scenarios
Recommended citation: Changshuo Hu*, Manh Pham Hung*, Dong Ma. 11th Workshop on Body-Centric Computing Systems, Co-located with UbiComp / ISWC 2025.
Publications
Q-HEART: ECG Question Answering via Knowledge-Informed Multimodal LLMs
Recommended citation: Pham, Hung Manh; Jialu, Tang; Saeed, Aaqib; Ma, Dong, 2025. Q-Heart: ECG Question Answering via Knowledge-Informed Multimodal LLMs. ECAI 2025. https://arxiv.org/abs/2505.06296. https://arxiv.org/abs/2505.06296
Boosting Masked ECG-Text Auto-Encoders as Discriminative Learners
Recommended citation: Pham, Hung Manh; Saeed, Aaqib; Ma, Dong, 2025. Boosting Masked ECG-Text Auto-Encoders as Discriminative Learners. ICML 2025. https://arxiv.org/abs/2410.02131v3 https://arxiv.org/abs/2410.02131
Reliable Physiological Monitoring on the Wrist Using Generative Deep Learning to Address Poor Skin-Sensor Contact
Recommended citation: Pham, Hung Manh; Ho, Matthew Yiwen; Zhang, Yiming; Spathis, Dimitris; Saeed, Aaqib; Ma, Dong, 2025. Reliable Physiological Monitoring on the Wrist Using Generative Deep Learning to Address Poor Skin-Sensor Contact. arXiv preprint arXiv:2504.02735. https://arxiv.org/abs/2504.02735
WF-PPG: A Wrist-finger Dual-Channel Dataset for Studying the Impact of Contact Pressure on PPG Morphology
Recommended citation: Ho, M. Y., Pham, H. M., Saeed, A., & Ma, D. (2025). WF-PPG: A Wrist-finger Dual-Channel Dataset for Studying the Impact of Contact Pressure on PPG Morphology. Scientific Data, 12(1), 1-11. https://doi.org/10.1038/s41597-025-04453-7 https://www.nature.com/articles/s41597-025-04453-7
Revisiting Masked Auto-Encoders for ECG-Language Representation Learning
Recommended citation: Hung, M. P., Saeed, A., & Ma, D. Revisiting Masked Auto-Encoders for ECG-Language Representation Learning. In NeurIPS Workshop on Time Series in the Age of Large Models. https://ink.library.smu.edu.sg/sis_research/9938/
In-bed posture classification using pressure sensor data and spiking neural network
Recommended citation: H. P. Dam, N. D. A. Pham, H. M. Pham, N. P. Doan, D. M. Nguyen, H. H. Nguyen,“In-bed posture classification using pressure sensor data and spiking neural network,“ 2021 8th NAFOSTED Conference on Information and Computer Science (NICS), 2021. https://ieeexplore.ieee.org/abstract/document/9701531
Real-time Sleeping Posture Recognition For Smart Hospital Beds
Recommended citation: N. P. Doan, N. D. A. Pham, H. M. Pham, H. T. Nguyen, T. A. Nguyen, H. H. Nguyen “Real-time Sleeping Posture Recognition For Smart Hospital Beds,“ 2021 International Conference on Multimedia Analysis and Pattern Recognition (MAPR), 2021. https://ieeexplore.ieee.org/abstract/document/9585289