Hangyul Yoon

According to our database, Hangyul Yoon authored at least 12 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Towards Error-Free EHRs: Reasoning-Intensive Consistency Verification Between Clinical Notes and Structured Tables in Electronic Health Records.

Yeonsu Kwon, Jiho Kim, Junseong Choi, Paloma Rabaey, Minseo Kim, Sujeong Im, Jeewon Yang, Jun-Min Lee, Sangji Lee, Jiwon Kim, Hangyul Yoon, Hyunwook Kwon, Edward Choi

CoRR, May, 2026

ECG-Reasoning-Benchmark: A Benchmark for Evaluating Clinical Reasoning Capabilities in ECG Interpretation.

Jungwoo Oh, Hyunseung Chung, Junhee Lee, Min-Gyu Kim, Hangyul Yoon, Ki Seong Lee, Youngchae Lee, Muhan Yeo, Edward Choi

CoRR, March, 2026

CXReasonAgent: Evidence-Grounded Diagnostic Reasoning Agent for Chest X-rays.

Hyungyung Lee, Hangyul Yoon, Edward Choi

CoRR, February, 2026

Machine learning prediction of multidrug-resistant urinary tract infections in brain and spinal cord injury patients: a dual-center validation study.

Su Ji Lee, Hangyul Yoon, Ji Cheol Shin, Sung-Rae Cho

Int. J. Medical Informatics, 2026

2025

Instruction-Guided Lesion Segmentation for Chest X-rays with Automatically Generated Large-Scale Dataset.

Geon Choi, Hangyul Yoon, Hyunju Shin, Hyunki Park, Sang Hoon Seo, Eunho Yang, Edward Choi

CoRR, November, 2025

Modeling Clinical Uncertainty in Radiology Reports: from Explicit Uncertainty Markers to Implicit Reasoning Pathways.

Paloma Rabaey, Jong Hak Moon, Jung-Oh Lee, Min Gwan Kim, Hangyul Yoon, Thomas Demeester, Edward Choi

CoRR, November, 2025

Lunguage: A Benchmark for Structured and Sequential Chest X-ray Interpretation.

Jong Hak Moon, Geon Choi, Paloma Rabaey, Min Gwan Kim, Hyuk Gi Hong, Jung-Oh Lee, Hangyul Yoon, Eun Woo Doe, Jiyoun Kim, Harshita Sharma, Daniel C. Castro, Javier Alvarez-Valle, Edward Choi

CoRR, May, 2025

CXReasonBench: A Benchmark for Evaluating Structured Diagnostic Reasoning in Chest X-rays.

Hyungyung Lee, Geon Choi, Jung-Oh Lee, Hangyul Yoon, Hyuk Gi Hong, Edward Choi

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

2024

Med-PerSAM: One-Shot Visual Prompt Tuning for Personalized Segment Anything Model in Medical Domain.

Hangyul Yoon, Doohyuk Jang, JungEun Kim, Eunho Yang

CoRR, 2024

EHRNoteQA: A Patient-Specific Question Answering Benchmark for Evaluating Large Language Models in Clinical Settings.

Sunjun Kweon, Jiyoun Kim, Heeyoung Kwak, Dongchul Cha, Hangyul Yoon, Kwanghyun Kim, Seunghyun Won, Edward Choi

CoRR, 2024

EHRNoteQA: An LLM Benchmark for Real-World Clinical Practice Using Discharge Summaries.

Sunjun Kweon, Jiyoun Kim, Heeyoung Kwak, Dongchul Cha, Hangyul Yoon, Kwang Kim, Jeewon Yang, Seunghyun Won, Edward Choi

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

Data-Efficient Unsupervised Interpolation Without Any Intermediate Frame for 4D Medical Images.

JungEun Kim, Hangyul Yoon, Geondo Park, Kyungsu Kim, Eunho Yang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024