Medical Image Processing
* : equal contribution, † : corresponding author
Enhancing biliary tract cancer diagnosis using AI-driven 3D optical diffraction tomography
Se Woo Park, Hee Chan Moon, Seok Jin Hong, Anna Choi, Seung-Lee Lee, Da Hae Park, Eun Shin, Jung Hyun Jo, Dong Hee Koh, Jin Lee, Jong-Uk Hou†, Kyong Joo Lee†
Methods, 2025
Comparative Efficacy of Anteroposterior and Lateral X-ray-based Deep Learning in the Detection of Osteoporotic Vertebral Compression Fracture
Chulho Kim*, Minjae Kang*, Woon-Tak Yuh, Seung-Lee Lee, Jae Jun Lee, Jong-Uk Hou†, and Suk Hyung Kang†
Scientific Reports, 2024
Improving Difficult Laryngoscopy Prediction using Deep Learning and Minimal Image Analysis: A Single-Center Prospective Study
Jong-Ho Kim, Hee-Sun Jung, So-Eun Lee, Jong-Uk Hou†, and Young-Suk Kwon†
Scientific reports, 2024
Convolutional neural network model for automatic recognition and classification of pancreatic cancer cell based on analysis of lipid droplet on unlabeled sample by 3D optical diffraction tomography
Seok Jin Hong*, Jong-Uk Hou*, Moon Jae Chun, Sung Hun Kang, Bo-Seok Shim, Seung-Lee Lee, Da Hae Park, Anna Choi, Jae Yeon Oh, Kyong Joo Lee, Eun Shin, Eunae Cho, and Se Woo Park†
Comput Methods Programs Biomed, 2024
Harnessing Optical Flow in Deep Learning Framework for Cardiopulmonary Resuscitation Training
Seongji Ko, Yoongeol Lee, Mingi Choi, Daun Choi, Choung Ah Lee, and Jong-Uk Hou†
Expert Systems with Applications, 2023
Efficacy of an artificial neural network algorithm based on thick-slab MRCP images for the automated diagnosis of common bile duct stones
Jong-Uk Hou, Se Woo Park, Seon Mee Park, Da Hae Park, Chan Hyuk Park, and Seonjeong Min
Journal of Gastroenterology and Hepatology, 2021
AI / Multimedia Security
* : equal contribution, † : corresponding author
Robust 3D Watermarking for NeRF-Induced Modality Shifts
S. Lee, M. Kang, B. Shim, and Jong-Uk Hou†
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), 2025
Towards Copyright Leakage Mitigation for Spherical Panoramic Images
J. Kang, and Jong-Uk Hou†
IEEE Transactions on Multimedia, 2025
Source Identification of 3D Printer Based on Layered Texture Encoders
Bo Seok Shim*, Jae Hong Choe*, and Jong-Uk Hou†
IEEE Transactions on Multimedia, 2023
Transformers in Spectral Domain for Estimating Image Geometric Transformation
Mingi Choi, Sangyeong Lee, Heesun Jung, and Jong-Uk Hou†
ACM International Conference on Multimedia, 2022
SI3DP: Source Identification benchmark and challenges of Consumer-level 3D Printers
Bo Seok Shim*, Yoo Seung Shin*, Seong Wook Park, and Jong-Uk Hou†
ACM International Conference on Multimedia, 2021
Blind 3D Mesh Watermarking for 3D Printed Model by Analyzing Layering Artifact
Jong-Uk Hou, Do-Gon Kim, and Heung-Kyu Lee†
IEEE Transactions on Information Forensics and Security, 2017
Detection of Hue Modification Using Photo Response Non-Uniformity
Jong-Uk Hou, and Heung-Kyu Lee†
IEEE Transactions on Circuits and Systems for Video Technology, 2017