Kun Ho Lee

Publication Activity (10 Years)

Years Active: 2006-2023
Publications (10 Years): 13

Top Topics

Convolutional Neural Network

Trained Classifiers

Statistical Power

Disease Diagnosis

Top Venues

Publications

Julius Opwonya, Boncho Ku, Kahye Kim, Kun Ho Lee, Joong Il Kim, Jaeuk U. Kim
Saccadic eye movement variables as biomarkers for cognitive decline in elderly individuals. EMBC (2023)
Ahmad Wisnu Mulyadi, Wonsik Jung, Kwanseok Oh, Jee Seok Yoon, Kun Ho Lee, Heung-Il Suk
Estimating explainable Alzheimer's disease likelihood map via clinically-guided prototype learning. NeuroImage 273 (2023)
Kwanseok Oh, Da-Woon Heo, Ahmad Wisnu Mulyadi, Wonsik Jung, Eunsong Kang, Kun Ho Lee, Heung-Il Suk
A Quantitatively Interpretable Model for Alzheimer's Disease Prediction Using Deep Counterfactuals. CoRR (2023)
Jun Young Park, Jang Jae Lee, Younghwa Lee, Dongsoo Lee, Jungsoo Gim, Lindsay A. Farrer, Kun Ho Lee, Sungho Won
Machine learning-based quantification for disease uncertainty increases the statistical power of genetic association studies. Bioinform. 39 (9) (2023)
Jinhee Park, Sehyeon Jang, Jeonghwan Gwak, Byeong C. Kim, Jang Jae Lee, Kyu Yeong Choi, Kun Ho Lee, Sung Chan Jun, Gil-Jin Jang, Sangtae Ahn
Individualized diagnosis of preclinical Alzheimer's Disease using deep neural networks. Expert Syst. Appl. 210 (2022)
Samsuddin Ahmed, Kun Ho Lee, Ho Yub Jung
Robust Hippocampus Localization From Structured Magnetic Resonance Imaging Using Similarity Metric Learning. IEEE Access 10 (2022)
Abol Basher, Byeong C. Kim, Kun Ho Lee, Ho Yub Jung
Volumetric Feature-Based Alzheimer's Disease Diagnosis From sMRI Data Using a Convolutional Neural Network and a Deep Neural Network. IEEE Access 9 (2021)
Jeong-Woo Seo, Jungmi Choi, Kun Ho Lee, Jaeuk U. Kim
Age-Related Changes in the Characteristics of the Elderly Females Using the Signal Features of an Earlobe Photoplethysmogram. Sensors 21 (23) (2021)
Abol Basher, Byeong C. Kim, Kun Ho Lee, Ho Yub Jung
Automatic Localization and Discrete Volume Measurements of Hippocampi From MRI Data Using a Convolutional Neural Network. IEEE Access 8 (2020)
Nguyen Thanh Duc, Seungjun Ryu, Muhammad Naveed Iqbal Qureshi, Min Choi, Kun Ho Lee, Boreom Lee
3D-Deep Learning Based Automatic Diagnosis of Alzheimer's Disease with Joint MMSE Prediction Using Resting-State fMRI. Neuroinformatics 18 (1) (2020)
Abol Basher, Kyu Yeong Choi, Jang Jae Lee, Bumshik Lee, Byeong C. Kim, Kun Ho Lee, Ho Yub Jung
Hippocampus Localization Using a Two-Stage Ensemble Hough Convolutional Neural Network. IEEE Access 7 (2019)
Samsuddin Ahmed, Kyu Yeong Choi, Jang Jae Lee, Byeong C. Kim, Goo-Rak Kwon, Kun Ho Lee, Ho Yub Jung
Ensembles of Patch-Based Classifiers for Diagnosis of Alzheimer Diseases. IEEE Access 7 (2019)
Goo-Rak Kwon, Dibash Basukala, Sang-Woong Lee, Kun Ho Lee, Moonsoo Kang
Brain image segmentation using a combination of expectation-maximization algorithm and watershed transform. Int. J. Imaging Syst. Technol. 26 (3) (2016)
Kiho Im, Rudolph Pienaar, Jong-Min Lee, Joon-Kyung Seong, Yu Yong Choi, Kun Ho Lee, Patricia Ellen Grant
Quantitative comparison and analysis of sulcal patterns using sulcal graph matching: A twin study. NeuroImage 57 (3) (2011)
Kiho Im, Yu Yong Choi, Jin-Ju Yang, Kun Ho Lee, Sun I. Kim, Patricia Ellen Grant, Jong-Min Lee
The relationship between the presence of sulcal pits and intelligence in human brains. NeuroImage 55 (4) (2011)
Yu Yong Choi, Kun Ho Lee
Heritability Estimation Methods of Multiple Brain Measures: A Preliminary MRI Study in Twins. MIAD (2011)
Kun Ho Lee, Yu Yong Choi, Jeremy R. Gray, Sun Hee Cho, Jeong-Ho Chae, Seungheun Lee, Kyungjin Kim
Neural correlates of superior intelligence: Stronger recruitment of posterior parietal cortex. NeuroImage 29 (2) (2006)