Author

Emerson Liu

Observed name: Liu, Emerson

Institutions: Allegheny Health Network, University of Colorado System

Observed institutions: Allegheny Health Network, Allegheny General Hospital, University of Colorado System, Carnegie Mellon University

OpenAlex ID: A5056334468

Transfer Knowledge from Natural Language to Electrocardiography: Can We Detect Cardiovascular Disease Through Language Models?

2023 · Jielin Qiu, William Han, et al. · Findings of the Association for Computational Linguistics: EACL · 20

Automated Cardiovascular Record Retrieval by Multimodal Learning between Electrocardiogram and Clinical Report

2023 · Qiu, Jielin, Zhu, Jiacheng, et al. · arXiv (Cornell University) · 6

Your Language Model May Think Too Rigidly: Achieving Reasoning Consistency with Symmetry-Enhanced Training

2025 · Yihang Yao, Zhepeng Cen, et al. · Findings of the Association for Computational Linguistics: ACL (Findings of ACL) · 3

Signal, Image, or Symbolic: Exploring the Best Input Representation for Electrocardiogram-Language Models Through a Unified Framework

2025 · Han, William, Duan, Chaojing, et al. · arXiv (Cornell University) · 2

Interpretation of Intracardiac Electrograms Through Textual Representations

2024 · Han, William Jongwon, Gomez, Diana, et al. · arXiv (Cornell University) · 2

ELF: A Family of Encoder-Free ECG-Language Models

2026 · Han, William, Chen, Tony, et al. · arXiv (Cornell University) · 1

Exploring the Potential of ChatGPT-4 for Clinical Decision Support in Cardiac Electrophysiology and Its Semi-Automatic Evaluation Metrics

2024 · Xiarepati Tieliwaerdi, Abulikemu Abuduweili, et al. · medRxiv · 1

Decoder Design Matters for ECG Delineation

2026 · Scharpf, Joseph, Han, William, et al. · arXiv (Cornell University)

Abstract 4134824: Evaluation of ChatGPT-4.0 and Google Bard ‘s Capabilities in Clinical Decision Support in Cardiac Electrophysiology

2024 · Xiarepati Tieliwaerdi, Gursharan Samra, et al. · Circulation

Works count: 10

Citation count: 37

H-index: 3

I10-index: 1