About
I am a Ph.D. student at KAIST Graduate School of AI advised by Professor Edward Choi. My research interests lie in the areas of Healthcare and Natural Language Processing.
Publication
- Kyunghoon Hur, Jungwoo Oh, Junu Kim, Jiyoun Kim, Min Jae Lee, Eunbyeol Cho, Seong-Eun Moon, Young-Hak Kim, Louis Atallah, Edward Choi, 2023, GenHPF : General Healthcare Predictive Framework for Multi-task Multi-source Learning, Journal of Biomedical and Health Informatics (JBHI)
- Seongsu Bae*, Daeun Kyung*, Jaehee Ryu, Eunbyeol Cho, Gyubok Lee, Sunjun Kweon, Jungwoo Oh, Lei Ji, Eric I-Chao Chang, Tackeun Kim, Edward Choi, 2023, EHRXQA: A Multi-Modal Question Answering Dataset for Electronic Health Records with Chest X-ray Images, Neural Information Processing Systems (NeurIPS) 2023 Datasets and Benchmarks
- Eunbyeol Cho*, Min Jae Lee*, Kyunghoon Hur, Jiyoun Kim, Jinsung Yoon, Edward Choi, 2023, Rediscovery of CNN's Versatility for Text-based Encoding of Raw Electronic Health Records, Conference on Health, Inference, and Learning (CHIL) 2023 (Oral Presentation)
- Wonkyeong Lee*, Eunbyeol Cho*, Wonjin Kim, Hyebin Choi, Kyongmin Sarah Beck, Hyun Jung Yoon, Jongduk Baek, Jang-Hwan Choi, 2022, No-reference perceptual CT image quality assessment based on a self-supervised learning framework, Machine Learning: Science and Technology
- Wonkyeong Lee*, Eunbyeol Cho*, Wonjin Kim, Jang-Hwan Choi, 2022, Performance evaluation of image quality metrics for perceptual assessment of low-dose computed tomography images, Medical Imaging 2022: Image Perception, Observer Performance, and Technology Assessment
- Yejin Jeon*, Eunbyeol Cho*, Sehwa Moon, Seung-Hoon Chae, Hae Young Jo, Tae Oh Kim, Chang Mo Moon, Jang-Hwan Choi, 2019, Deep convolutional neural network-based automated lesion detection in wireless capsule endoscopy, International Forum on Medical Imaging in Asia (IFMIA 2019) * denotes equal contribution.
Education
- Korea Advanced Institute of Science and Technology (KAIST), September 2021 - Current
M.S. in Artificial Intelligence
Advisor: Prof. Edward Choi - Ewha Womans University, March 2017 - August 2021
B.S. in Mechanical and Biomedical Engineering