Development and Validation of a Multimodal Data Collection System for adolescent mental health management SCI Q1|Journal Article
Siyeon Ko*, Kyoungsu Oh, Uhyeong Won, Jung-A Oh, Nak-Jung Kwon, Hyun-sook Park, Young-A Ji, Sungjin Kim, Yoonghwan Moon, Nayoung Park, Dohyoung Kim, Euijun Yang, Kyungmin Na, Yeonju Kim, Youngho Lee† and HyeKyung Woo†
Digital Health, Vol.12, January 2026 (IF: 3.3)

의료 LLM 신뢰성 평가를 위한 RV 프레임워크 Journal Article
Eunji Shin*, Siyeon Ko, Euijun Yang, UHyeong Won, Kyungmin Na, HyeKyung Woo† and Youngho Lee†
스마트미디어저널, Vol.14(12), December 2025

Process for Quality Management of Electronic Medical Records–Based Data: Case Study Using Real Colorectal Cancer Data SCI Q1|Journal Article
Nayoung Park*, Kyungmin Na, Woongsang Wunwoo, Jeong-Heum Baek, Youngho Lee, Suehyun Lee and HyeKyung Woo†
JMIR Medical Informatics, Vol.13, November 2025 (IF: 3.8)

Deep Learning and Image Generator Health Tabular Data (IGHT) for Predicting Overall Survival in Patients With Colorectal Cancer: Retrospective Study SCI Q1|Journal Article
Seo Hyun Oh*, Youngho Lee†, Jeong-Heum Baek and Woongsang Sunwoo
JMIR Medical Informatics, Vol.13, August 2025 (IF: 3.8)

Overview of Fair Federated Learning for Fairness and Privacy Preservation SCI Q1|Journal Article
Dohyoung Kim*, Kyoungsu Oh, Youngho Lee†, and HyeKyung Woo†
Expert Systems with Applications, Vol.293, 128568, June 2025 (IF: 7.5, Top 6.1%)

Multi-Knowledge-Enhanced Model for Korean Abstractive Text Summarization SCI Q2|Journal Article
Kyoungsu Oh*, Youngho Lee†, and HyeKyung Woo†
MDPI Electronics, Vol.14(9), 1813, April 2025 (IF: 2.6)

Comparison of Federated Learning and Fair Federated Learning for Pneumonia Patient Classification Journal Article
Kyungmin Na*, Dohyoung Kim, and Youngho Lee†
보건정보통계학회지, Vol.50(1), 31-38, February 2025

ACMFed: Fair Semi-Supervised Federated Learning with Additional Compromise Model
SCI Q2|Journal Article
Dohyoung Kim*, Kangyoon Lee, Youngho Lee†, and HyeKyung Woo†
IEEE Access, Vol.13, 47734-47747, January 2025 (IF: 3.6)

VROFed: 부분 분산 감소를 이용한 최적화된 공정한 연합학습 Journal Article
Kyungmin Na*, Dohyoung Kim, and Youngho Lee†
한국정보통신학회논문지, Vol.29(1), 34-44, January 2025

Addressing Bias and Fairness using Fair Federated Learning: A Synthethic Review
SCI Q2|Journal Article
Dohyoung Kim*, Youngho Lee† and HyeKyung Woo†
MDPI Electronics, Vol.13(23), 4664, November 2024 (IF: 2.6)

HFAD: 공정한 연합학습 및 하이브리드 융합 멀티모달 산업 이상 탐지 Journal Article
Dohyoung Kim*, Kyoungsu Oh, and Youngho Lee†
한국정보통신학회논문지, Vol.28(7), 805-814, July 2024