MW
Minxiao Wang
cs.AIcs.LGcs.CVeess.SPcs.IRcs.MAfoundation modelgenerative pre-trained transformerPhotoplethysmographyPPG
On Valency
published · living versionsW_nkcd4knk·v1 · currentpublished
A Guideline-Grounded Multi-Agent Framework for Personalized Exercise Prescription from Clinical and Wearable Data
with Xintong Li, Yufen Lin, Yuhua Wu, Fengran Wang +7
1 version
Preprints & journals
10 papers in the corpus · 2025–2026TRACE: Expert-Aligned ECG Representation Learning with Rigorous Benchmarking and Real-World Validation in Acute Cardiac Care2609.34088v1 · Lovely Yeswanth Panchumarthi, Andrew Lu, Saurabh Kataria et al.2026 · 0 citationsarXiv
PPG-LM: A Photoplethysmography-Language Model with Multi-Level Clinical Alignment2609.33516v1 · Xiaoda Wang, Minxiao Wang, Maxwell A Xu et al.2026 · 0 citationsarXiv
NutriMLLM: Multimodal Large Language Models for Dietary Micronutrient Analysis2606.08948v1 · Runze Yan, Minxiao Wang, Jiaying Lu et al.2026 · 0 citationsarXiv
PG-LRF: Physiology-Guided Latent Rectified Flow for Electro-Hemodynamic PPG-to-ECG Generation2605.12541v1 · Xiaoda Wang, Minxiao Wang, Kaiqiao Han et al.2026 · 0 citationsarXiv
NutriOrion: A Hierarchical Multi-Agent Framework for Personalized Nutrition Intervention Grounded in Clinical Guidelines2602.18650v1 · Junwei Wu, Runze Yan, Hanqi Luo et al.2026 · 0 citationsarXiv
Vision4PPG: Emergent PPG Analysis Capability of Vision Foundation Models for Vital Signs like Blood Pressure2510.10366v1 · Saurabh Kataria, Ayca Ermis, Lovely Yeswanth Panchumarthi et al.2025 · 0 citationsarXiv
Wav2Arrest 2.0: Long-Horizon Cardiac Arrest Prediction with Time-to-Event Modeling, Identity-Invariance, and Pseudo-Lab Alignment2509.21695v1 · Saurabh Kataria, Davood Fattahi, Minxiao Wang et al.2025 · 0 citationsarXiv
Estimating Clinical Lab Test Result Trajectories from PPG using Physiological Foundation Model and Patient-Aware State Space Model -- a UNIPHY+ Approach2509.16345v1 · Minxiao Wang, Runze Yan, Carol Li et al.2025 · 0 citationsarXiv
A Unified AI Approach for Continuous Monitoring of Human Health and Diseases from Intensive Care Unit to Home with Physiological Foundation Models (UNIPHY+)2509.16348v1 · Minxiao Wang, Saurabh Kataria, Juntong Ni et al.2025 · 0 citationsarXiv
GPT-PPG: a GPT-based foundation model for photoplethysmography signals.40373792 · Chen, Zhaoliang, Ding, Cheng, Kataria, Saurabh et al.2025 · 10 citationsPhysiological measurement. 2025;46(5)
Career total: 35 works. 10 are in this corpus.
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