Soyoung Ko

According to our database, Soyoung Ko authored at least 4 papers between 2024 and 2025.

Collaborative distances:

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

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

Clinical Assessment of Fine-Tuned Open-Source LLMs in Cardiology: From Progress Notes to Discharge Summary.

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

J. Heal. Informatics Res., December, 2025

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