Scholar
Edward Choi
Google Scholar ID: GUlGIPkAAAAJ
KAIST
Machine Learning
Artificial Intelligence
Healthcare
Follow
Homepage
↗
Google Scholar
↗
Citations & Impact
All-time
Citations
10,399
H-index
32
i10-index
60
Publications
20
Co-authors
4
list available
Contact
LinkedIn
Open ↗
Publications
28 items
PICon: A Multi-Turn Interrogation Framework for Evaluating Persona Agent Consistency
2026
Cited
0
ECG-Reasoning-Benchmark: A Benchmark for Evaluating Clinical Reasoning Capabilities in ECG Interpretation
2026
Cited
0
CXReasonAgent: Evidence-Grounded Diagnostic Reasoning Agent for Chest X-rays
2026
Cited
0
KorMedMCQA-V: A Multimodal Benchmark for Evaluating Vision-Language Models on the Korean Medical Licensing Examination
2026
Cited
0
H-AdminSim: A Multi-Agent Simulator for Realistic Hospital Administrative Workflows with FHIR Integration
2026
Cited
0
ECG-Agent: On-Device Tool-Calling Agent for ECG Multi-Turn Dialogue
2026
Cited
0
Instruction-Guided Lesion Segmentation for Chest X-rays with Automatically Generated Large-Scale Dataset
2025
Cited
0
SCARE: A Benchmark for SQL Correction and Question Answerability Classification for Reliable EHR Question Answering
2025
Cited
0
Load more
Resume (English only)
Academic Achievements
Published a paper in JAMIA that was featured by Scientific American and the World Economic Forum
The same JAMIA paper was also highlighted on NVIDIA's blog
Co-organized the ICLR 2021 Workshop on 'Synthetic Data Generation: Quality, Privacy, Bias'
Gave an invited talk at the 'AI for Affordable Healthcare Workshop' at ICLR 2020
Presented recent work 'Graph Convolutional Transformer' at AISC on May 22, 2020
Delivered tutorials on 'Deep Learning for Computational Healthcare' at KDD 2018 and AAAI 2018 with collaborators
Interviewed by the Data Skeptic podcast about the 'Doctor AI' paper
Co-organizing the EHRSQL Shared Task at Clinical NLP 2024 Workshop, a Text-to-SQL challenge for medical records
Co-authors
4 total
Jimeng Sun
Professor at University of Illinois Urbana-Champaign
Co-author 2
Cao (Danica) Xiao
GE Healthcare
NAN DU
AI and Machine Learning Research, Apple
×
Welcome back
Sign in to Agora
Welcome back! Please sign in to continue.
Email address
Password
Forgot password?
Continue
Do not have an account?
Sign up