Publications
Publications
50+ peer-reviewed articles · 20+ patents
Selected Publications
Advancing Mental Health Diagnostics: A Novel Deep Learning Approach to Vocal Biomarker Identification for Stress Detection in a Korean Population
Namkung J, Kim SM, Cho WI, et al.
Multi-biomarker panel prediction model for diagnosis of pancreatic cancer
Lee DH, Yoon W, Lee A, Han Y, Byun Y, Kang JS, Kim H, Kwon W, Suh YA, Choi Y, Namkung J, et al.
Diagnostic model for pancreatic cancer using a multi-biomarker panel
Choi YJ, Yoon W, Lee A, Han Y, Byun Y, Kang JS, Kim H, Kwon W, Suh YA, Kim Y, Lee S, Namkung J, et al.
Detection of Fetal Single Gene Mutations Using Only Maternal Blood Samples
Namkung J.
Int. J. Data Mining and Bioinformatics (IJDMB)2021
Detection of Fetal Single Gene Mutations through Targeted Sequencing of Maternal cell-free DNA
Namkung J.
PUMAD: PU Metric Learning for Anomaly Detection
Ju H, Lee D, Hwang J, Namkung J, Yu H.
Full publication list available on Google Scholar and ORCID