Hansle Gwon

According to our database, Hansle Gwon authored at least 6 papers between 2021 and 2024.

Collaborative distances:

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

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

InMD-X: Large Language Models for Internal Medicine Doctors.

Hansle Gwon, Imjin Ahn, Hyoje Jung, Byeolhee Kim, Young-Hak Kim, Tae Joon Jun

CoRR, 2024

NOTE: Notable generation Of patient Text summaries through Efficient approach based on direct preference optimization.

Imjin Ahn, Hansle Gwon, Young-Hak Kim, Tae Joon Jun, Sanghyun Park

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

2021

CardioNet: a manually curated database for artificial intelligence-based research on cardiovascular diseases.

Imjin Ahn, Wonjun Na, OSung Kwon, Dong Hyun Yang, Gyung-Min Park, Hansle Gwon, Hee-Jun Kang, Yeon Uk Jeong, Jungsun Yoo, Yunha Kim, Tae Joon Jun, Young-Hak Kim

BMC Medical Informatics Decis. Mak., 2021