Gyujoon Hwang

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 8

Top Topics

Early Diagnosis

Machine Learning

Temporal Lobe Epilepsy

Top Venues

Medical Image Anal.

Publications

Junhao Wen, Mathilde Antoniades, Zhijian Yang, Gyujoon Hwang, Ioanna Skampardoni, Rongguang Wang, Christos Davatzikos
Dimensional Neuroimaging Endophenotypes: Neurobiological Representations of Disease Heterogeneity Through Machine Learning. CoRR (2024)
Junhao Wen, Erdem Varol, Zhijian Yang, Gyujoon Hwang, Dominique Dwyer, Anahita Fathi Kazerooni, Paris Alexandros Lalousis, Christos Davatzikos
Subtyping brain diseases from imaging data. CoRR (2022)
Junhao Wen, Erdem Varol, Aristeidis Sotiras, Zhijian Yang, Ganesh B. Chand, Güray Erus, Haochang Shou, Ahmed Abdulkadir, Gyujoon Hwang, Dominic B. Dwyer, Alessandro Pigoni, Paola Dazzan, René S. Kahn, Hugo G. Schnack, Marcus V. Zanetti, Eva Meisenzahl, Geraldo F. Busatto, Benedicto Crespo-Facorro, Romero-Garcia Rafael, Christos Pantelis, Stephen J. Wood, Chuanjun Zhuo, Russell T. Shinohara, Yong Fan, Ruben C. Gur, Raquel E. Gur, Theodore D. Satterthwaite, Nikolaos Koutsouleris, Daniel H. Wolf, Christos Davatzikos
Multi-scale semi-supervised clustering of brain images: Deriving disease subtypes. Medical Image Anal. 75 (2022)
Gyujoon Hwang, Ahmed Abdulkadir, Güray Erus, Mohamad Habes, Raymond Pomponio, Haochang Shou, Jimit Doshi, Elizabeth Mamourian, Tanweer Rashid, Murat Bilgel, Yong Fan, Aristeidis Sotiras, Dhivya Srinivasan, John C. Morris, Daniel S. Marcus, Marilyn S. Albert, R. Nick Bryan, Susan M. Resnick, Ilya M. Nasrallah, Christos Davatzikos, David A. Wolk
Disentangling Alzheimer's disease neurodegeneration from typical brain aging using machine learning. CoRR (2021)
Gengyan Zhao, Gyujoon Hwang, Cole J. Cook, Fang Liu, Mary E. Meyerand, Rasmus M. Birn
Deep Learning and Bayesian Deep Learning Based Gender Prediction in Multi-Scale Brain Functional Connectivity. CoRR (2020)
Maribel Torres-Velázquez, Gyujoon Hwang, Cole John Cook, Bruce Hermann, Vivek Prabhakaran, Mary Elizabeth Meyerand, Alan B. McMillan
Multi-Channel Deep Neural Network For Temporal Lobe Epilepsy Classification Using Multimodal Mri Data. ISBI Workshops (2020)
Cole J. Cook, Gyujoon Hwang, Jedidiah Mathis, Veena A. Nair, Lisa L. Conant, Linda Allen, Dace N. Almane, Rasmus M. Birn, Edgar A. DeYoe, Elizabeth Felton, Courtney Forseth, Colin J. Humphries, Peter Kraegel, Andrew S. Nencka, Onyekachi O. Nwoke, Manoj Raghavan, Charlene Rivera-Bonet, Megan Rozman, Neelima Tellapragada, Candida Ustine, B. Douglas Ward, Aaron F. Struck, Rama Maganti, Bruce Hermann, Vivek Prabhakaran, Jeffrey R. Binder, Mary E. Meyerand
Effective Connectivity Within the Default Mode Network in Left Temporal Lobe Epilepsy: Findings from the Epilepsy Connectome Project. Brain Connect. 9 (2) (2019)
Gyujoon Hwang, Veena A. Nair, Jed Mathis, Cole J. Cook, Rosaleena Mohanty, Gengyan Zhao, Neelima Tellapragada, Candida Ustine, Onyekachi O. Nwoke, Charlene Rivera-Bonet, Megan Rozman, Linda Allen, Courtney Forseth, Dace N. Almane, Peter Kraegel, Andrew S. Nencka, Elizabeth Felton, Aaron F. Struck, Rasmus M. Birn, Rama Maganti, Lisa L. Conant, Colin J. Humphries, Bruce Hermann, Manoj Raghavan, Edgar A. DeYoe, Jeffrey R. Binder, Mary Elizabeth Meyerand, Vivek Prabhakaran
Using Low-Frequency Oscillations to Detect Temporal Lobe Epilepsy with Machine Learning. Brain Connect. 9 (2) (2019)