Electrocardiogram-language model for few-shot question answering with meta learning
Jialu Tang, Tong Xia, Yuan Lu, Cecilia Mascolo, and Aaqib Saeed
ACM Conference on Health, Inference, and Learning (CHIL), 2025
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Electrocardiogram report generation and question answering via retrieval-augmented self-supervised modeling
Jialu Tang, Tong Xia, Yuan Lu, Cecilia Mascolo, and Aaqib Saeed
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2025
Q-Heart: ECG question answering via knowledge-informed multimodal LLMs
Hung Manh Pham, Jialu Tang, Aaqib Saeed, and Dong Ma
European Conference on Artificial Intelligence (ECAI), 2025
Noninvasive Multiparameter Monitoring for the Detection of Decompensated Heart Failure: Exploratory Study
Cyrille Herkert, Mayke van Leunen, Ignace Luc Johan De Lathauwer, Valerie Albertina Antonetta van Es, Jialu Tang, Aaqib Saeed, Rudolph Ferdinand Spee, Yuan Lu, and Hareld Marijn Clemens Kemps
JMIR Formative Research, 2025
Interpretable multimodal zero-shot ECG diagnosis via structured clinical knowledge alignment
Jialu Tang, Hung Manh Pham, Ignace De Lathauwer, Henk S. Schipper, Yuan Lu, Dong Ma, and Aaqib Saeed
npj Cardiovascular Health, 2026
UniPACT: A multimodal framework for prognostic question answering on raw ECG and structured EHR
Jialu Tang, Tong Xia, Yuan Lu, and Aaqib Saeed
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2026