Hangyul Yoon

PhD student, Korea Advanced Institute of Science and Technology (KAIST)

Joined

September 2022

Names

Hangyul Yoon (Preferred)

Han Gyul Yoon

Emails

****@kaist.ac.kr (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Google Scholar

ORCID

Career & Education History

PhD student

Korea Advanced Institute of Science and Technology (KAIST) (kaist.ac.kr)

2022 – Present

MS student

Sung Kyun Kwan University (skku.edu)

2019 – 2022

Undergrad student

Yonsei University (yonsei.ac.kr)

2011 – 2017

Advisors, Relations & Conflicts

PhD Advisor

Eunho Yang

2022 – Present

Expertise

medical deep learning

2022 – Present

multimodal learning

2022 – Present

Publications

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
- CVPR 2026
- Readers: Everyone
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
- International Journal of Medical Informatics
- Readers: Everyone
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
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Deep Learning-Based Landmark Detection Model for Multiple Foot Deformity Classification: A Dual-Center Study
Su Ji Lee, Hangyul Yoon, Seongsu Bae, Inyoung Paik, Jong Hak Moon, Seongeun Park, Chan Woong Jang, Jung Hyun Park, Edward Choi, Eunho Yang, Ji Cheol Shin
- Yonsei Medical Journal
- Readers: Everyone
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
- NeurIPS 2025 Datasets and Benchmarks Track spotlight
- Readers: Everyone
EHRNoteQA: An LLM Benchmark for Real-World Clinical Practice Using Discharge Summaries
Sunjun Kweon, Jiyoun Kim, Heeyoung Kwak, Dongchul Cha, Hangyul Yoon, Kwang Hyun Kim, Jeewon Yang, Seunghyun Won, Edward Choi
- NeurIPS 2024 Track Datasets and Benchmarks Poster
- Readers: Everyone
Feasibility of an Interactive Health Coaching Mobile App to Prevent Malnutrition and Muscle Loss in Esophageal Cancer Patients Receiving Neoadjuvant Concurrent Chemoradiotherapy: Prospective Pilot Study
Kyungmi Yang, Dongryul Oh, Jae Myoung Noh, Han Gyul Yoon, Jong-Mu Sun, Hong Kwan Kim, Jae Ill Zo, Young Mog Shim, Hyunyoung Ko, Jungeun Lee, Youngin Kim
- Journal of Medical Internet Research
- Readers: Everyone
Feasibility of an Interactive Health Coaching Mobile App to Prevent Malnutrition and Muscle Loss in Esophageal Cancer Patients Receiving Neoadjuvant Concurrent Chemoradiotherapy: Prospective Pilot Study (Preprint)
Kyungmi Yang, Dongryul Oh, Jae Myoung Noh, Han Gyul Yoon, Jong-Mu Sun, Hong Kwan Kim, Jae Ill Zo, Young Mog Shim, Hyunyoung Ko, Jungeun Lee, Youngin Kim
- Crossref
- Readers: Everyone
Machine learning model for predicting excessive muscle loss during neoadjuvant chemoradiotherapy in oesophageal cancer
Han Gyul Yoon, Dongryul Oh, Jae Myoung Noh, Won Kyung Cho, Jong‐Mu Sun, Hong Kwan Kim, Jae Ill Zo, Young Mog Shim, Kyunga Kim
- Journal of Cachexia, Sarcopenia and Muscle
- Readers: Everyone
Early Clinical Outcomes of Intensity Modulated Radiation Therapy/Intensity Modulated Proton Therapy Combination in Comparison with Intensity Modulated Radiation Therapy Alone in Oropharynx Cancer Patients
Han Gyul Yoon, Yong Chan Ahn, Dongryul Oh, Jae Myoung Noh, Seung Gyu Park, Heerim Nam, Sang Gyu Ju, Dongyeol Kwon, Seyjoon Park
- Cancers
- Readers: Everyone

View all 11 publications

Co-Authors

View all 55 co-authors