Edward Choi
- Papers
- 29
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Authored papers
29ECG-Reasoning-Benchmark: A Benchmark for Evaluating Clinical Reasoning Capabilities in ECG Interpretation
arXiv 2026
On the limits and opportunities of AI reviewers: Reviewing the reviews of Nature-family papers with 45 expert scientists
arXiv 2026
PatientSim: A Persona-Driven Simulator for Realistic Doctor-Patient Interactions
arXiv 2025
CXReasonBench: A Benchmark for Evaluating Structured Diagnostic Reasoning in Chest X-rays
arXiv 2025
Instruction-Guided Lesion Segmentation for Chest X-rays with Automatically Generated Large-Scale Dataset
arXiv 2025
Enhancing LLMs' Clinical Reasoning with Real-World Data from a Nationwide Sepsis Registry
arXiv 2025
Lunguage: A Benchmark for Structured and Sequential Chest X-ray Interpretation
arXiv 2025
Behind RoPE: How Does Causal Mask Encode Positional Information?
arXiv 2025
DialSim: A Real-Time Simulator for Evaluating Long-Term Multi-Party Dialogue Understanding of Conversational Agents
arXiv 2024
Self-Supervised Contrastive Learning for Long-term Forecasting
arXiv 2024
EHRNoteQA: An LLM Benchmark for Real-World Clinical Practice Using Discharge Summaries
arXiv 2024
Forecasting Future International Events: A Reliable Dataset for Text-Based Event Modeling
arXiv 2024
EHRCon: Dataset for Checking Consistency between Unstructured Notes and Structured Tables in Electronic Health Records
arXiv 2024
EHRFL: Federated Learning Framework for Institution-Specific Model Construction using Electronic Health Records
arXiv 2024
Towards Predicting Temporal Changes in a Patient's Chest X-ray Images based on Electronic Health Records
arXiv 2024
EHRXQA: A Multi-Modal Question Answering Dataset for Electronic Health Records with Chest X-ray Images
ehrxqa-a-multi-modal-question-answering
EHRSQL: A Practical Text-to-SQL Benchmark for Electronic Health Records
ehrsql-a-practical-text-to-sql-benchmark-for
ECG-QA: A Comprehensive Question Answering Dataset Combined With Electrocardiogram
NeurIPS 2023 11
Publicly Shareable Clinical Large Language Model Built on Synthetic Clinical Notes
arXiv 2023
FactKG: Fact Verification via Reasoning on Knowledge Graphs
arXiv 2023
General-Purpose Retrieval-Enhanced Medical Prediction Model Using Near-Infinite History
arXiv 2023
VisAlign: Dataset for Measuring the Degree of Alignment between AI and Humans in Visual Perception
arXiv 2023
Uncertainty-Aware Text-to-Program for Question Answering on Structured Electronic Health Records
arXiv 2022
GenHPF: General Healthcare Predictive Framework with Multi-task Multi-source Learning
arXiv 2022
Universal EHR Federated Learning Framework
arXiv 2022
Unconditional Image-Text Pair Generation with Multimodal Cross Quantizer
arXiv 2022
Correlation between Alignment-Uniformity and Performance of Dense Contrastive Representations
arXiv 2022
Multi-modal Understanding and Generation for Medical Images and Text via Vision-Language Pre-Training
arXiv 2021
Exploration into Translation-Equivariant Image Quantization
arXiv 2021
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