논문

Dictionary-Augmented Large Language Model Postprocessing for Bilingual Code-Switched Medical Speech Recognition: Development and Evaluation Study

저자: Chanryeong Oh, Yul Hwangbo, Wonjoong Cheon, Jaedong Lee

Journal of Medical Internet Research, 28, e91696

DOI (외부 링크)

Knowledge Distillation for Federated Learning with Biosignal Data in In-Hospital Mortality Prediction

저자: Jaedong Lee, Hyunwoo Park

Human-centric Computing and Information Sciences

LMSA: A Lightweight Multi-Key Secure Aggregation Framework for Privacy-Preserving Healthcare AIoT

저자: Hyunwoo Park, Jaedong Lee

Computer Modeling in Engineering & Sciences (CMES), 143(1), 827–847

DOI (외부 링크)

Enhancing Large Language Model Reliability: Minimizing Hallucinations with Dual Retrieval-Augmented Generation Based on the Latest Diabetes Guidelines

저자: Jaedong Lee, Hyosoung Cha, Yul Hwangbo, Wonjoong Cheon

Journal of Personalized Medicine, 14(12), 1131

DOI (외부 링크)

Data-Efficient Computational Pathology Platform for Faster and Cheaper Breast Cancer Subtype Identifications: Development of a Deep Learning Model

저자: Kideog Bae, Young Seok Jeon, Yul Hwangbo, Chong Woo Yoo, Nayoung Han, Mengling Feng

JMIR Cancer

DOI (외부 링크) 원문 (외부 링크)

HQK-FL: Hybrid-Quantum-Key-Based Secure Federated Learning for Distributed Multi-Center Clinical Studies

저자: Hyunwoo Park, Jaedong Lee

Human-centric Computing and Information Sciences (HCIS)

DOI (외부 링크) 원문 (외부 링크)

Procedure of Building Data for Artificial Intelligence Training for the Development of Nursing Support Voice Recognition Model

저자: 이재동, 이예림, 유재용, 박현우, 황보율

TTA

Establishment of Data for Artificial Intelligence Learning for the Development of Diagnostic-aid Model : Pathological image

저자: 이예림, 이재동, 박현우, 안선희, 백경연, 황보율

TTA

2FA-SF: Two-Factor Assessment-Based Secure Framework for Clinically Distributed Multicenter Study

저자: Jaedong Lee, Phillip Park, Sumi Ryu, Hyosoung Cha

Human-centric Computing and Information Sciences

DOI (외부 링크) 원문 (외부 링크)

Application of Machine Learning to Identify Clinically Meaningful Risk Group for Osteoporosis in Individuals Under the Recommended Age for Dual-Energy X-Ray Absorptiometry

저자: Hyun Woo Park, Hyojung Jung, Kyoung Yeon Back, Hyeon Ju Choi, Kwang Sun Ryu, Hyo Soung Cha, Eun Kyung Lee, A Ram Hong, Yul Hwangbo

Calcified Tissue International

DOI (외부 링크) 원문 (외부 링크)

Impact of image compression on deep learning-based mammogram classification

저자: Yong-Yeon Jo, Young Sang Choi, Hyun Woo Park, Jae Hyeok Lee, Hyojung Jung, Hyo-Eun Kim, Kyounglan Ko, Chan Wha Lee, Hyo Soung Cha, Yul Hwangbo

Scientific Reports

DOI (외부 링크) 원문 (외부 링크)

M-IDM: A Multi-Classification Based Intrusion Detection Model in Healthcare IoT

저자: Jae Dong Lee, Hyo Soung Cha, Shailendra Rathore, Jong Hyuk Park

CMC-Computers, Materials & Continua

DOI (외부 링크) 원문 (외부 링크)

Prediction of Prolonged Length of Hospital Stay After Cancer Surgery Using Machine Learning on Electronic Health Records: Retrospective Cross-sectional Study

저자: Yong-Yeon Jo, JaiHong Han, Hyun Woo Park, Hyojung Jung, Jae Dong Lee, Jipmin Jung, Hyo Soung Cha, Dae Kyung Sohn, Yul Hwangbo

JMIR Medical Informatics

DOI (외부 링크) 원문 (외부 링크)

Establishment of Mammography Medical Knowledge-base for the Development of Breast Cancer Detection Model using Artificial Intelligence

저자: 박현우, 황보율

TTA

A Deep Learning Model for Estimation of Patients with Undiagnosed Diabetes

저자: Kwang Sun Ryu, Sang Won Lee, Erdenebileg Batbaatar, Jae Wook Lee, Kui Son Choi, Hyo Soung Cha

Applied Sciences

DOI (외부 링크) 원문 (외부 링크)

Aspirin Use Is Not Associated with Lower Thyroid Cancer Risk: A Nationwide Nested Case–Control Study

저자: Young Ki Lee, Yul Hwangbo, Sangwon Lee, Dong-Eun Lee, Eun Kyung Lee, Min Sun Yeom, Jungnam Joo, Sun-Young Kong

Thyroid

DOI (외부 링크) 원문 (외부 링크)

Development of a Real-Time Risk Prediction Model for In-Hospital Cardiac Arrest in Critically Ill Patients Using Deep Learning: Retrospective Study

저자: Junetae Kim, Yu Rang Park, Jeong Hoon Lee, Jae-Ho Lee, Young-Hak Kim, Jin Won Huh

JMIR Medical Informatics

DOI (외부 링크) 원문 (외부 링크)

Limitations of Deep Learning Attention Mechanisms in Clinical Research: Empirical Case Study Based on the Korean Diabetic Disease Setting

저자: Junetae Kim, Sangwon Lee, Eugene Hwang, Kwang Sun Ryu, Hanseok Jeong, Jae Wook Lee, Yul Hwangbo, Kui Son Choi, Hyo Soung Cha

Journal of Medical Internet Research

DOI (외부 링크) 원문 (외부 링크)

Screening Model for Estimating Undiagnosed Diabetes among People with a Family History of Diabetes Mellitus: A KNHANES-Based Study

저자: Kwang Sun Ryu, Ha Ye Jin Kang, Sang Won Lee, Hyun Woo Park, Na Young You, Jae Ho Kim, Yul Hwangbo, Kui Son Choi, Hyo Soung Cha

International Journal of Environmental Research and Public Health

DOI (외부 링크) 원문 (외부 링크)

Understanding Time Series Patterns of Weight and Meal History Reports in Mobile Weight Loss Intervention Programs: Data-Driven Analysis

저자: Junetae Kim, Hye Jin Kam, Youngin Kim, Yura Lee, Jae-Ho Lee

Journal of Medical Internet Research

DOI (외부 링크) 원문 (외부 링크)