교수소개
인공지능 분야의 자연어처리 방법론 및 의료 데이터 분석을 주로 연구하고 있다. 2021년 고려대학교에서 키워드 추출 및 네트워크 분석 연구로 박사학위를 받았으며 2022년부터 가톨릭대학교 컴퓨터정보공학부에서 지능형데이터분석학 연구실을 운영하고 있다.
We are mainly researching natural language processing methodology and medical data analysis for artificial intelligence. I was awarded a PhD degree in keyword extraction and network analysis research from Korea University in 2021, and has been operating an intelligent data analytics laboratory at the School of Computer Science and Information Engineering at The Catholic University of Korea since 2022.
최종학력
2021.02.25 | 고려대학교 | 전기전자공학과 | 공학박사
연구실적
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2024.05
| 교신저자
| HEALTHCARE, 제12권 9호
Prioritizing Disease Diagnosis in Neonatal Cohorts through Multivariate Survival Analysis: A Nonparametric Bayesian Approach -
2023.11
| 교신저자
| PLOS ONE, 제18권 11호
CTIVA: Censored time interval variable analysis -
2023.08
| 제1저자
| MEDICINE, 제102권 31호
Discovering potential pathways between type 2 diabetes mellitus and diabetic retinopathy: A big data analysis of the South Korean National Sample Cohort -
2023.06
| 제1저자
| INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 제24권 12호
Deep Learning Approaches for lncRNA-Mediated Mechanisms: A Comprehensive Review of Recent Developments -
2023.06
| 제1저자
| SCIENTIFIC REPORTS, 제13권 1호
A pre-trained BERT for Korean medical natural language processing (vol 12, 13847, 2022) -
2023.05
| 공동저자
| BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 제83권
Restoration of missing or low-quality 12-lead ECG signals using ensemble deep-learning model with optimal combination -
2023.04
| 공동저자
| Healthcare Informatics Research, 제29권 2호, pp.132-144
Standardized Database of 12-Lead Electrocardiograms with a Common Standard for the Promotion of Cardiovascular Research: KURIAS-ECG -
2023.02
| 제1저자
| INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS, 제170권
Predicting medical specialty from text based on a domain-specific pre-trained BERT -
2022.08
| 제1저자
| SCIENTIFIC REPORTS, 제12권 1호
A pre-trained BERT for Korean medical natural language processing -
2022.08
| 공동저자
| APPLIED CLINICAL INFORMATICS, 제13권 04호, pp.880-890
Conversion of Automated 12-Lead Electrocardiogram Interpretations to OMOP CDM Vocabulary -
2021.06
| 공동저자
| JMIR MEDICAL INFORMATICS, 제9권 6호
A Word Pair Dataset for Semantic Similarity and Relatedness in Korean Medical Vocabulary: Reference Development and Validation -
2020.11
| 제1저자
| SCIENTIFIC REPORTS, 제10권 1호
Validation of deep learning natural language processing algorithm for keyword extraction from pathology reports in electronic health records -
2020.10
| 제1저자
| PLOS ONE, 제15권 10호
Network estimation for censored time-to-event data for multiple events based on multivariate survival analysis -
2018.07
| 제1저자
| BIOINFORMATICS, 제34권 13호, pp.2305-2307
GAIT: Gene expression Analysis for Interval Time