Heejung Choi

11 papers Journal 10Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
CompSplat: Compression-aware 3D Gaussian Splatting for Real-world Video.
CoRR
Hojun Song, Heejung Choi, Aro Kim, Chae-yeong Song, Gahyeon Kim, Soo Ye Kim, Jaehyup Lee, Sanghyo Park
2026 J jnl
GenFusion: Feed-forward Human Performance Capture via Progressive Canonical Space Updates.
CoRR
Youngjoong Kwon, Yao He, Heejung Choi, Chen Geng, Zhengmao Liu, Jiajun Wu, Ehsan Adeli
2025 J jnl
3DEKD: 3D Explanation-Based Knowledge Distillation for Pillar-Based 3D Object Detection.
IEEE Signal Process. Lett.
Heejung Choi, Dabin Kang, Dong-Hun Lee, Jaehyup Lee, Sanghyo Park
2025 J jnl
Clinical Assessment of Fine-Tuned Open-Source LLMs in Cardiology: From Progress Notes to Discharge Summary.
J. Heal. Informatics Res.
Hyoje Jung, Yunha Kim, Jiahn Seo, Heejung Choi, Minkyoung Kim, JiYe Han, Gaeun Kee, Soyoung Ko, Byeolhee Kim, Boeun Choi, Ah-Ram Kim, Jung-Min Ahn, Tae Joon Jun, Young-Hak Kim
2025 J jnl
Leveraging BERT for embedding ICD codes from large scale cardiovascular EMR data to understand patient diagnostic patterns.
BMC Medical Informatics Decis. Mak.
Minkyoung Kim, Yunha Kim, Hee-Jun Kang, Hyeram Seo, Heejung Choi, JiYe Han, Gaeun Kee, Soyoung Ko, Hyoje Jung, Byeolhee Kim, Boeun Choi, Tae Joon Jun, Young-Hak Kim
2024 J jnl
Enhancing Clinical Efficiency through LLM: Discharge Note Generation for Cardiac Patients.
CoRR
Hyoje Jung, Yunha Kim, Heejung Choi, Hyeram Seo, Minkyoung Kim, JiYe Han, Gaeun Kee, Seohyun Park, Soyoung Ko, Byeolhee Kim, Suyeon Kim, Tae Joon Jun, Young-Hak Kim
2024 J jnl
Explainable predictions of a machine learning model to forecast the postoperative length of stay for severe patients: machine learning model development and evaluation.
BMC Medical Informatics Decis. Mak.
Ha Na Cho, Imjin Ahn, Hansle Gwon, Hee-Jun Kang, Yunha Kim, Hyeram Seo, Heejung Choi, Minkyoung Kim, JiYe Han, Gaeun Kee, Seohyun Park, Tae Joon Jun, Young-Hak Kim
2024 J jnl
LDP-GAN : Generative adversarial networks with local differential privacy for patient medical records synthesis.
Comput. Biol. Medicine
Hansle Gwon, Imjin Ahn, Yunha Kim, Hee-Jun Kang, Hyeram Seo, Heejung Choi, Ha Na Cho, Minkyoung Kim, JiYe Han, Gaeun Kee, Seohyun Park, Kye Hwa Lee, Tae Joon Jun, Young-Hak Kim
2024 J jnl
Mitigating Adversarial Attacks in LLMs through Defensive Suffix Generation.
CoRR
Minkyoung Kim, Yunha Kim, Hyeram Seo, Heejung Choi, JiYe Han, Gaeun Kee, Soyoung Ko, Hyoje Jung, Byeolhee Kim, Young-Hak Kim, Sanghyun Park, Tae Joon Jun
2022 J jnl
RIDAB: Electronic medical record-integrated real world data platform for predicting and summarizing interactions in biomedical research from heterogeneous data resources.
Comput. Methods Programs Biomed.
Yunha Kim, Imjin Ahn, Ha Na Cho, Hansle Gwon, Hee-Jun Kang, Hyeram Seo, Heejung Choi, Kyu-Pyo Kim, Tae Joon Jun, Young-Hak Kim
2005 — conf
Collaborative Web-Based Nursing Practice Learning System.
WISE Workshops
Woojin Paik, Nam Kang, Heejung Choi, Eunmi Ham