Hyeonmin Kim

13 papers Journal 9Unranked 4
YearRankTypeTitle / Venue / Authors
2025 — conf
PRETI: Patient-Aware Retinal Foundation Model via Metadata-Guided Representation Learning.
MICCAI (1)
Yeonkyung Lee, Woojung Han, Youngjun Jun, Hyeonmin Kim, Jungkyung Cho, Seong Jae Hwang
2025 J jnl
PRETI: Patient-Aware Retinal Foundation Model via Metadata-Guided Representation Learning.
CoRR
Yeonkyung Lee, Woojung Han, Youngjun Jun, Hyeonmin Kim, Jungkyung Cho, Seong Jae Hwang
2025 J jnl
Rethinking Glaucoma Calibration: Voting-Based Binocular and Metadata Integration.
CoRR
Taejin Jeong, Joohyeok Kim, Jaehoon Joo, Yeonwoo Jung, Hyeonmin Kim, Seong Jae Hwang
2024 J jnl
A case study to address the limitation of accident scenario identifications with respect to diverse manual responses.
Reliab. Eng. Syst. Saf.
Jinkyun Park, Hyeonmin Kim
2024 — conf
Bag of Tricks for Diabetic Retinopathy and Diabetic Macular Edema Classification in Ultra-widefield Imaging.
UWF4DR@MICCAI
Hyeonmin Kim, Yunnie Cho, Ohhyun Kwon, Dongha Lee
2024 — conf
Patient-Level Contrastive Learning for Enhanced Biomarker Prediction in Retinal Imaging.
DEMI@MICCAI
Hyeonmin Kim, Chanyang Seo, Yunnie Cho, Tae Keun Yoo
2023 — conf
Myopic Maculopathy Analysis Using Multi-task Learning and Pseudo Labeling.
MMAC@MICCAI
Hyeonmin Kim, Hyeonseob Nam
2023 J jnl
Non-invasive chronic kidney disease risk stratification tool derived from retina-based deep learning and clinical factors.
npj Digit. Medicine
Young Su Joo, Tyler Hyungtaek Rim, Hee Byung Koh, Joseph Yi, Hyeonmin Kim, Geunyoung Lee, Young Ah Kim, Shin-Wook Kang, Sung Soo Kim, Jung Tak Park
2022 J jnl
An approach to constructing effective training data for a classification model to evaluate the reliability of a passive safety system.
Reliab. Eng. Syst. Saf.
Kyungho Jin, Hyeonmin Kim, Seunghyoung Ryu, Seung-Geun Kim, Jinkyun Park
2022 J jnl
Probabilistic deep learning model as a tool for supporting the fast simulation of a thermal-hydraulic code.
Expert Syst. Appl.
Seunghyoung Ryu, Hyeonmin Kim, Seung-Geun Kim, Kyungho Jin, Jaehyun Cho, Jinkyun Park
2020 J jnl
Application of a Deep Learning Technique to the Development of a Fast Accident Scenario Identifier.
IEEE Access
Hyeonmin Kim, Jaehyun Cho, Jinkyun Park
2018 J jnl
Failure rate updates using condition-based prognostics in probabilistic safety assessments.
Reliab. Eng. Syst. Saf.
Hyeonmin Kim, Jung Taek Kim, Gyunyoung Heo
2017 J jnl
Diagnosis of feedwater heater performance degradation using fuzzy inference system.
Expert Syst. Appl.
Yeon Kwan Kang, Hyeonmin Kim, Gyunyoung Heo, Seok Yoon Song