School of Computer Science and Information Engineering

YoojoongKim(김유중)

Computer Science and Information Engineering

Position

Assistant Professor
Tel.

02-2164-4362
Laboratory Location

D416
e-Mail

yoojoongkim@catholic.ac.kr
Homepage

https://sites.google.com/view/idal-cuk
Research Field

Computer Engineering / Data Analytics

Final Education
2021.02.25 \| 고려대학교 \| 전기전자공학과 \| 공학박사

Research Results
Thesis	2023.11 \| PLOS ONE \| corresponding author CTIVA: Censored time interval variable analysis 2023.08 \| MEDICINE \| first author Discovering potential pathways between type 2 diabetes mellitus and diabetic retinopathy: A big data analysis of the South Korean National Sample Cohort 2023.06 \| INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES \| first author Deep Learning Approaches for lncRNA-Mediated Mechanisms: A Comprehensive Review of Recent Developments 2023.06 \| SCIENTIFIC REPORTS \| first author A pre-trained BERT for Korean medical natural language processing (vol 12, 13847, 2022) 2023.05 \| BIOMEDICAL SIGNAL PROCESSING AND CONTROL \| co-author Restoration of missing or low-quality 12-lead ECG signals using ensemble deep-learning model with optimal combination 2023.04 \| Healthcare Informatics Research \| co-author Standardized Database of 12-Lead Electrocardiograms with a Common Standard for the Promotion of Cardiovascular Research: KURIAS-ECG 2023.02 \| INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS \| first author Predicting medical specialty from text based on a domain-specific pre-trained BERT 2022.08 \| APPLIED CLINICAL INFORMATICS \| co-author Conversion of Automated 12-Lead Electrocardiogram Interpretations to OMOP CDM Vocabulary 2022.08 \| SCIENTIFIC REPORTS \| first author A pre-trained BERT for Korean medical natural language processing 2021.06 \| JMIR MEDICAL INFORMATICS \| co-author A Word Pair Dataset for Semantic Similarity and Relatedness in Korean Medical Vocabulary: Reference Development and Validation 2020.11 \| SCIENTIFIC REPORTS \| first author Validation of deep learning natural language processing algorithm for keyword extraction from pathology reports in electronic health records 2020.10 \| PLOS ONE \| first author Network estimation for censored time-to-event data for multiple events based on multivariate survival analysis 2018.07 \| BIOINFORMATICS \| first author GAIT: Gene expression Analysis for Interval Time

Research Results

Thesis

2023.11 | PLOS ONE | corresponding author
CTIVA: Censored time interval variable analysis
2023.08 | MEDICINE | first author
Discovering potential pathways between type 2 diabetes mellitus and diabetic retinopathy: A big data analysis of the South Korean National Sample Cohort
2023.06 | INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES | first author
Deep Learning Approaches for lncRNA-Mediated Mechanisms: A Comprehensive Review of Recent Developments
2023.06 | SCIENTIFIC REPORTS | first author
A pre-trained BERT for Korean medical natural language processing (vol 12, 13847, 2022)
2023.05 | BIOMEDICAL SIGNAL PROCESSING AND CONTROL | co-author
Restoration of missing or low-quality 12-lead ECG signals using ensemble deep-learning model with optimal combination
2023.04 | Healthcare Informatics Research | co-author
Standardized Database of 12-Lead Electrocardiograms with a Common Standard for the Promotion of Cardiovascular Research: KURIAS-ECG
2023.02 | INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS | first author
Predicting medical specialty from text based on a domain-specific pre-trained BERT
2022.08 | APPLIED CLINICAL INFORMATICS | co-author
Conversion of Automated 12-Lead Electrocardiogram Interpretations to OMOP CDM Vocabulary
2022.08 | SCIENTIFIC REPORTS | first author
A pre-trained BERT for Korean medical natural language processing
2021.06 | JMIR MEDICAL INFORMATICS | co-author
A Word Pair Dataset for Semantic Similarity and Relatedness in Korean Medical Vocabulary: Reference Development and Validation
2020.11 | SCIENTIFIC REPORTS | first author
Validation of deep learning natural language processing algorithm for keyword extraction from pathology reports in electronic health records
2020.10 | PLOS ONE | first author
Network estimation for censored time-to-event data for multiple events based on multivariate survival analysis
2018.07 | BIOINFORMATICS | first author
GAIT: Gene expression Analysis for Interval Time