Medical Image Processing
* : equal contribution, † : corresponding author
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
#MedicalAI #SecureAI #ImageProcessing
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
#MedicalAI #SecureAI #ImageProcessing
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
#MedicalAI #SecureAI #ImageProcessing
Development and Validation of Deep Learning-Based Algorithms for Predicting Lumbar Herniated Nucleus Pulposus Using Lumbar X-rays
Jong-Ho Kim, So-Eun Lee, Hee-Sun Jung, Bo-Seok Shim, Jong-Uk Hou†, and Young-Suk Kwon†
Journal of Personalized Medicine, 2022
#MedicalAI #SecureAI #ImageProcessing
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
#MedicalAI #SecureAI #ImageProcessing
AI / Multimedia Security
* : equal contribution, † : corresponding author
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
#MedicalAI #SecureAI #ImageProcessing
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
#MedicalAI #SecureAI #ImageProcessing
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
#MedicalAI #SecureAI #ImageProcessing
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
#MedicalAI #SecureAI #ImageProcessing
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
#MedicalAI #SecureAI #ImageProcessing