Scholar
Xiao Hu
Google Scholar ID: _X0f2QMAAAAJ
Emory University
biomedical signal processing
machine learning
EHR
patient monitoring and decision support
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Citations & Impact
All-time
Citations
4,325
H-index
32
i10-index
107
Publications
20
Co-authors
0
Publications
17 items
TRACE: Expert-Aligned ECG Representation Learning with Rigorous Benchmarking and Real-World Validation in Acute Cardiac Care
2026
Cited
0
PPG-LM: A Photoplethysmography-Language Model with Multi-Level Clinical Alignment
2026
Cited
0
BioMedJImpact: A Comprehensive Dataset and LLM Pipeline for AI Engagement and Scientific Impact Analysis of Biomedical Journals
2026
Cited
0
When Derived Measurements Mislead: Quantifying and Mitigating LLM Over-Trust with Privileged-Modality Reliability Evidence
2026
Cited
0
A Comprehensive Inference-Time Augmentation Framework in Physiological Signals: Application to PPG-Based AF Detection
2026
Cited
0
NutriMLLM: Multimodal Large Language Models for Dietary Micronutrient Analysis
2026
Cited
0
Interaction-Limited Safe Continuous-Time RL for Dynamical Medical Treatment
2026
Cited
0
MedGym:A Unified Continuous-Time Benchmark for Dynamic Medical Treatment Reinforcement Learning
2026
Cited
0
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