Publication image for MedTutor: A Retrieval-Augmented LLM System for Case-Based Medical Education

MedTutor: A Retrieval-Augmented LLM System for Case-Based Medical Education

Dongsuk Jang, Ziyao Shangguan, Kyle Tegtmeyer, Anurag Gupta, Jan Czerminski, Sophie Chheang, Arman Cohan

Under Review at EMNLP System Demonstrations, 2025

A novel system designed to augment resident training by automatically generating evidence-based educational content from clinical case reports.

Publication image for Multi-Perspective Integration via Mixture-of-Agents for Enhanced Healthcare QA Summarization

Multi-Perspective Integration via Mixture-of-Agents for Enhanced Healthcare QA Summarization

Dongsuk Jang, Alan Li, Arman Cohan

CL4Health @ NAACL, 2025

Solving enhanced healthcare qa summarization issues with MoA and some other approaches.

Publication image for LoraMap: Harnessing the Power of LoRA Connections

LoraMap: Harnessing the Power of LoRA Connections

Hyeryun Park, Jeongwon Kwak, Dongsuk Jang, Sumin Park, Jinwook Choi

arXiv Preprint, 2024

Suggesting advanced LoRA connection method.

Publication image for Automated Information Extraction from Thyroid Operation Narrative: A Comparative Study of GPT-4 and Fine-tuned KoELECTRA

Automated Information Extraction from Thyroid Operation Narrative: A Comparative Study of GPT-4 and Fine-tuned KoELECTRA

Dongsuk Jang, Hyeryun Park, Jiye Son, Hyeonuk Hwang, Su-jin Kim, Jinwook Choi

AMIA Informatics Summit, 2024

Automated Information Extraction from Thyroid Operation Narrative with LLMs and ELECTRA model.