Heejung Choi

According to our database, Heejung Choi authored at least 8 papers between 2005 and 2025.

Collaborative distances:

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

2025

Leveraging BERT for embedding ICD codes from large scale cardiovascular EMR data to understand patient diagnostic patterns.

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

BMC Medical Informatics Decis. Mak., December, 2025

3DEKD: 3D Explanation-Based Knowledge Distillation for Pillar-Based 3D Object Detection.

Heejung Choi, Dabin Kang, Dong-hun Lee, Jaehyup Lee, Sanghyo Park

IEEE Signal Process. Lett., 2025

2024

Explainable predictions of a machine learning model to forecast the postoperative length of stay for severe patients: machine learning model development and evaluation.

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

BMC Medical Informatics Decis. Mak., December, 2024

LDP-GAN : Generative adversarial networks with local differential privacy for patient medical records synthesis.

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

Comput. Biol. Medicine, January, 2024

Mitigating Adversarial Attacks in LLMs through Defensive Suffix Generation.

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

CoRR, 2024

Enhancing Clinical Efficiency through LLM: Discharge Note Generation for Cardiac Patients.

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

CoRR, 2024

2022

RIDAB: Electronic medical record-integrated real world data platform for predicting and summarizing interactions in biomedical research from heterogeneous data resources.

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

Comput. Methods Programs Biomed., 2022

2005

Collaborative Web-Based Nursing Practice Learning System.

Woojin Paik, Nam Kang, Heejung Choi, Eunmi Ham

Proceedings of the Web Information Systems Engineering - WISE 2005 Workshops, 2005