연구실적
-
2025.11 |
교신저자 |
BMC MEDICAL INFORMATICS AND DECISION MAKING,
제25권
1호
, pp.430-430
A prompt framework for enhancing LLM-based explainability of medical machine learning models: an intensive care unit application -
2025.06 |
교신저자 |
INTERNATIONAL JOURNAL OF OBESITY,
제49권
6호
, pp.1159-1165
Development and validation of a machine learning model for predicting pediatric metabolic syndrome using anthropometric and bioelectrical impedance parameters -
2025.03 |
교신저자 |
JOURNAL OF KOREAN MEDICAL SCIENCE,
제40권
11호
, pp.26-26
Explainability Enhanced Machine Learning Model for Classifying Intellectual Disability and Attention-Deficit/Hyperactivity Disorder With Psychological Test Reports -
2025.01 |
교신저자 |
COMPUTATIONAL AND STRUCTURAL BIOTECHNOLOGY JOURNAL,
제28권
1호
, pp.16-28
Self-sovereign management scheme of personal health record with personal data store and decentralized identifier -
2024.11 |
제1저자 |
JOURNAL OF MEDICAL INTERNET RESEARCH,
제26권
1호
, pp.54641-54641
Development and Validation of a Prediction Model Using SellaMagnetic Resonance Imaging-Based Radiomics and ClinicalParameters for the Diagnosis of Growth Hormone Deficiency andIdiopathic Short Stature:Cross-Sectional, Multicenter Study -
2024.10 |
교신저자 |
SCIENTIFIC REPORTS,
제14권
1호
, pp.24407-24407
Thermal imaging and deep learning-based fit-checking for respiratory protection -
2024.09 |
교신저자 |
COMPUTERS IN BIOLOGY AND MEDICINE,
제180권
1호
, pp.108950-108950
Comparison of AI with and without hand-crafted features to classify Alzheimer's disease in different languages -
2024.02 |
공동저자 |
ENDOCRINOLOGY AND METABOLISM,
제39권
1호
, pp.176-185
Prediction of Cardiovascular Complication in Patients with Newly Diagnosed Type 2 Diabetes Using an XGBoost/ GRU-ODE-Bayes-Based Machine-Learning Algorithm -
2023.11 |
교신저자 |
CLINICAL ORTHOPAEDICS AND RELATED RESEARCH,
제481권
11호
, pp.2247-2256
Development and Validation of a Convolutional Neural Network Model to Predict a Pathologic Fracture in the Proximal Femur Using Abdomen and Pelvis CT Images of Patients With Advanced Cancer -
2023.10 |
교신저자 |
CONSTRUCTION AND BUILDING MATERIALS,
제399권
0호
, pp.132502-132502
Manufacture of artificial lightweight aggregates recycled from anaerobic digested sewage sludge and process optimization by machine learning modeling techniques -
2022.11 |
공동저자 |
JOURNAL OF PERSONALIZED MEDICINE,
제12권
11호
, pp.1899-1899
Improving Machine Learning Diabetes Prediction Models for the Utmost Clinical Effectiveness -
2022.07 |
공동저자 |
IEEE ACCESS,
제10권
0호
, pp.79264-79271
Development of Blockchain-Based Health Information Exchange Platform Using HL7 FHIR Standards: Usability Test -
2022.04 |
제1저자 |
INTERNATIONAL JOURNAL OF CARDIOLOGY,
제352권
0호
, pp.144-149
Estimation of low-density lipoprotein cholesterol levels using machine learning -
2022.03 |
공동저자 |
DIAGNOSTICS,
제12권
3호
, pp.742-742
Deep Learning Model Based on 3D Optical Coherence Tomography Images for the Automated Detection of Pathologic Myopia -
2022.02 |
공동저자 |
INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS,
제158권
0호
, pp.104667-104667
Asbestosis diagnosis algorithm combining the lung segmentation method and deep learning model in computed tomography image -
2021.12 |
제1저자 |
APPLIED SCIENCES-BASEL,
제11권
24호
, pp.12056-12056
Establishment of the Optimal Common Data Model Environment for EMR Data Considering the Computing Resources of Medical Institutions -
2021.09 |
공동저자 |
APPLIED SCIENCES-BASEL,
제11권
17호
, pp.8209-8209
Development and Pilot-Test of Blockchain-Based MyHealthData Platform -
2021.07 |
교신저자 |
JOURNAL OF MEDICAL INTERNET RESEARCH,
제23권
7호
, pp.26371-26371
Privacy-Oriented Technique for COVID-19 Contact Tracing (PROTECT) Using Homomorphic Encryption: Design and Development Study -
2020.12 |
공동저자 |
MATERIALS,
제13권
23호
, pp.5570-5570
The Experimental Process Design of Artificial Lightweight Aggregates Using an Orthogonal Array Table and Analysis by Machine Learning -
2020.12 |
제1저자 |
APPLIED SCIENCES-BASEL,
제10권
23호
, pp.8473-8473
A Novel Framework for Identifying Customers' Unmet Needs on Online Social Media Using Context Tree -
2020.11 |
교신저자 |
APPLIED SCIENCES-BASEL,
제10권
21호
, pp.7831-7831
MARIE: A Context-Aware Term Mapping with String Matching and Embedding Vectors -
2015.06 |
공동저자 |
EXPERT SYSTEMS WITH APPLICATIONS,
제42권
9호
, pp.4265-4273
An efficient and effective ensemble of support vector machines for anti-diabetic drug failure prediction
- 2025.11 | 2025 대한의료정보학회 추계학술대회 | 국내학술대회(구연)
K-MIMIC 데이터셋의 범용적 활용을 위한 활동 - 2025.11 | AMIA 2025 Annual Symposium | 국제학술대회(포스터)
Real-time ICU Delirium Prediction with PatchTST: A Transformer-based Approach - 2025.11 | AMIA 2025 Annual Symposium | 국제학술대회(포스터)
Development and Validation of a Machine Learning-Based Model for Methimazole Dosage Adjustment in Children and Adolescents with Hyperthyroidism - 2025.11 | AMIA 2025 Annual Symposium | 국제학술대회(포스터)
A Multi-Agent LLM for Real-Time Voice-Based Hospice Nursing - 2025.11 | AMIA 2025 Annual Symposium | 국제학술대회(포스터)
Construct a High-Quality English and Korean Medical Corpus for Medical Large Language Model - 2025.10 | 2025년 대한수의학회 추계국제학술대회 | 국내학술대회(구연)
Generative AI: Transforming Healthcare in Practice - 2025.10 | 대한임상화학회 2025년 추계학술대회 | 국내학술대회(구연)
생성형 AI 및 AI 에이전트의 개요와 병원 현장의 활용 가능성 - 2025.08 | ISEC 2025 | 국제학술대회(구연)
중환자의학 분야 AI 적용을 통한 환자 예후 예측과 의료진 효율증대 - 2025.08 | MEDINFO 2025 | 국제학술대회(포스터)
Development and Validation of a Machine Learning-Based Model for Methimazole Dosage Adjustment in Children and Adolescents with Hyperthyroidism - 2025.08 | MEDINFO 2025 | 국제학술대회(포스터)
Constructing a High-Quality English and Korean Medical Corpus for Medical Large Language Model - 2025.06 | 2025년 대한의료정보학회 춘계학술대회 | 국내학술대회(구연)
인공지능 기반 Named-Entity Recognition (NER) - 2025.06 | 2025년 한국의료질향상학회 봄학술대회 | 국내학술대회(구연)
환자 안전을 위한 생성형 인공지능 - 2024.11 | 2024 대한의료정보학회 추계학술대회 | 국내학술대회(구연)
의료 마이데이터 보호를 위한 개인데이터저장소 및 탈중앙화 신원증명 구현현 - 2024.11 | 2024 대한의료정보학회 추계학술대회 | 국내학술대회(구연)
고품질 한국어 의료 질의응답 데이터셋 개발을 위한 초거대언어모델 기반 데이터 증강 및 평가 - 2024.11 | 2024 대한의료정보학회 추계학술대회 | 국내학술대회(구연)
Constructing a High-Quality English and Korean Medical Corpus for Medical Large Language Model - 2024.08 | 34th Medical Informatics Europe Conference (MIE2024) | 국제학술대회(구연)
Well-Tempered Medical Prompt Engineering for Explainable Extubation - 2024.08 | 34th Medical Informatics Europe Conference (MIE2024) | 국제학술대회(구연)
Automation of Trainable Datasets generation for Medical-Specific Language Model: using MIMIC-IV discharge notes - 2024.08 | 34th Medical Informatics Europe Conference (MIE2024) | 국제학술대회(구연)
Machine Learning-Based Predictive Models for Early Detection of Cardiovascular Diseases: A Study Utilizing Patient Samples from a Tertiary Health Promotion Center in Korea - 2024.08 | 34th Medical Informatics Europe Conference (MIE2024) | 국제학술대회(구연)
Assessing the proficiency of LLMs with various tasks and evaluator - 2024.08 | 34th Medical Informatics Europe Conference (MIE2024) | 국제학술대회(구연)
Fill in the blank, MIMIC the procedure: Tracking patient record for medical data reconstruction - 2024.06 | 2024 대한의료정보학회 춘계학술대회 | 국내학술대회(구연)
Real-wor(l)d 평가 지표로 초거대언어모델 평가하기 - 2024.06 | 2024 대한의료정보학회 춘계학술대회 | 국내학술대회(포스터)
Comparative Analysis of Multi-label Classification Algorithms on Clinical Chronic Diseases Data - 2024.06 | 2024 대한디지털치료학회 춘계학술대회 | 국내학술대회(구연)
마이헬스데이터는 디지털치료기기와 만날 수 있을까? - 2024.05 | 2024 인지중재치료학회 춘계학술대회 | 국내학술대회(구연)
의료 AI와 디지털헬스케어: 현재와 미래 - 2022.11 | 2022 대한의료정보학회 추계학술대회 | 국내학술대회(구연)
가톨릭중앙의료원의 IT 거버넌스와 빅데이터/인공지능 연구지원 - 2022.10 | Generation of Big Data for Fertility Treatment at the National Level in South Korea | 국제학술대회(포스터)
Generation of Big Data for Fertility Treatment at the National Level in South Korea - 2022.07 | Imputing Missing Values and Predicting LDL-Cholesterol Levels: Sorting in Ascending Order by the Number of Missing values | 국제학술대회(포스터)
Imputing Missing Values and Predicting LDL-Cholesterol Levels: Sorting in Ascending Order by the Number of Missing values - 2022.07 | EMBC 2022 | 국제학술대회(포스터)
Healthcare Quality Management for Improving the Quality of the Korea Biobank Network - 2022.06 | 2022 대한의료정보학회 춘계학술대회 | 국내학술대회(구연)
보건의료 빅데이터 개방활용 현장 수용성 - 2022.04 | 2022 대한응급의학회 춘계학술대회 | 국내학술대회(구연)
자연어 처리와 텍스트 마이닝을 이용한 의학연구 - 2021.11 | 2021년 대한의료정보학회 추계학술대회 | 국내학술대회(포스터)
Deep Learning Model Based on Optical Coherence Tomography for Automated Detection of Pathologic Myopia - 2021.07 | 2021년 대한의료정보학회 춘계학술대회 | 국내학술대회(포스터)
CT 이미지에서 폐 분할 방법과 딥러닝 모델을 결합한 석면폐증 진단 알고리즘