Personal information

United States

Activities

Employment (3)

University of Pennsylvania: Philadelphia, PA, US

Postdoc
Employment
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University of Pennsylvania via ORCID Member Portal

University of Pennsylvania: Philadelphia, PA, US

Postdoctoral Researcher (RA-Radiology)
Employment
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University of Pennsylvania via ORCID Member Portal

University of Pennsylvania Perelman School of Medicine: Philadelphia, PA, US

2020-04-01 to present | Postdoctorate Researcher (Radiology)
Employment
Source: Self-asserted source
Gyujoon Hwang

Education and qualifications (1)

University of Wisconsin–Madison: Madison, Wisconsin, US

2016-06-13 to 2020-03-31 | Ph.D. (Medical Physics)
Education
Source: Self-asserted source
Gyujoon Hwang

Works (22)

Amygdala-centered emotional processing in Prolonged Grief Disorder: Relationship with clinical symptomatology

Biological Psychiatry: Cognitive Neuroscience and Neuroimaging
2024-12 | Journal article
Contributors: Gyujoon Hwang; Nutta-on P. Blair; B. Douglas Ward; Timothy L. McAuliffe; Stacy A. Claesges; Abigail R. Webber; Keri R. Hainsworth; Yang Wang; Charles F. Reynolds; Elliot A. Stein et al.
Source: check_circle
Crossref

The genetic architecture of multimodal human brain age

Nature Communications
2024-03-23 | Journal article
Contributors: Junhao Wen; Bingxin Zhao; Zhijian Yang; Guray Erus; Ioanna Skampardoni; Elizabeth Mamourian; Yuhan Cui; Gyujoon Hwang; Jingxuan Bao; Aleix Boquet-Pujadas et al.
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Crossref

Genetic and environmental influence on resting state networks in young male and female adults: a cartographer mapping study

Human Brain Mapping
2023-11 | Journal article
Contributors: Arman P. Kulkarni; Gyujoon Hwang; Cole J. Cook; Rosaleena Mohanty; Akhil Guliani; Veena A. Nair; Barbara B. Bendlin; Elizabeth Meyerand; Vivek Prabhakaran
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Crossref

Psychosis brain subtypes validated in first-episode cohorts and related to illness remission: results from the PHENOM consortium

Molecular Psychiatry
2023-05 | Journal article
Contributors: Dominic B. Dwyer; Ganesh B. Chand; Alessandro Pigoni; Adyasha Khuntia; Junhao Wen; Mathilde Antoniades; Gyujoon Hwang; Guray Erus; Jimit Doshi; Dhivya Srinivasan et al.
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Crossref

Multi-scale semi-supervised clustering of brain images: Deriving disease subtypes

Medical Image Analysis
2022 | Journal article
EID:

2-s2.0-85119419962

Part of ISSN: 13618423 13618415
Contributors: Wen, J.; Varol, E.; Sotiras, A.; Yang, Z.; Chand, G.B.; Erus, G.; Shou, H.; Abdulkadir, A.; Hwang, G.; Dwyer, D.B. et al.
Source: Self-asserted source
Gyujoon Hwang via Scopus - Elsevier

Autism Spectrum Disorder: Time to Notice the Individuals More Than the Group

Biological Psychiatry
2022-10 | Journal article
Contributors: Gyujoon Hwang
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Crossref

Three Imaging Endophenotypes Characterize Neuroanatomical Heterogeneity of Autism Spectrum Disorder

2022-06-22 | Preprint
Contributors: Gyujoon Hwang; Junhao Wen; Susan Sotardi; Edward Brodkin; Ganesh Chand; Dominic Dwyer; Guray Erus; Jimit Doshi; Pankhuri Singhal; Dhivya Sriniva et al.
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Crossref

Three Imaging Endophenotypes Characterize Neuroanatomical Heterogeneity of Autism Spectrum Disorder

2022-06-21 | Preprint
Contributors: Gyujoon Hwang; Junhao Wen; Susan Sotardi; Edward S. Brodkin; Ganesh B. Chand; Dominic B. Dwyer; Guray Erus; Jimit Doshi; Pankhuri Singhal; Dhivya Srinivasan et al.
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Crossref

Disentangling Alzheimer’s disease neurodegeneration from typical brain ageing using machine learning

Brain Communications
2022-05-02 | Journal article
Contributors: Gyujoon Hwang; Ahmed Abdulkadir; Guray Erus; Mohamad Habes; Raymond Pomponio; Haochang Shou; Jimit Doshi; Elizabeth Mamourian; Tanweer Rashid; Murat Bilgel et al.
Source: check_circle
Crossref

Disentangling Alzheimer’s disease neurodegeneration from typical brain aging using machine learning

arXiv
2021 | Other
EID:

2-s2.0-85115693572

Part of ISSN: 23318422
Contributors: Hwang, G.; Abdulkadir, A.; Erus, G.; Habes, M.; Pomponio, R.; Shou, H.; Doshi, J.; Mamourian, E.; Rashid, T.; Bilgel, M. et al.
Source: Self-asserted source
Gyujoon Hwang via Scopus - Elsevier

Genetic influence on resting state networks in young male and female adults

bioRxiv
2021 | Other
EID:

2-s2.0-85102224795

Part of ISSN: 26928205
Contributors: Hwang, G.; Kulkarni, A.P.; Mohanty, R.; Cook, C.J.; Nair, V.A.; Bendlin, B.B.; Meyerand, E.; Prabhakaran, V.
Source: Self-asserted source
Gyujoon Hwang via Scopus - Elsevier

Multi-scale semi-supervised clustering of brain images: Deriving disease subtypes

bioRxiv
2021 | Other
EID:

2-s2.0-85115892311

Part of ISSN: 26928205
Contributors: Wen, J.; Varol, E.; Sotiras, A.; Yang, Z.; Chand, G.B.; Erus, G.; Shou, H.; Abdulkadir, A.; Hwang, G.; Dwyer, D.B. et al.
Source: Self-asserted source
Gyujoon Hwang via Scopus - Elsevier

Regional and global resting-state functional MR connectivity in temporal lobe epilepsy: Results from the Epilepsy Connectome Project

Epilepsy and Behavior
2021 | Journal article
EID:

2-s2.0-85100881402

Part of ISSN: 15255069 15255050
Contributors: Struck, A.F.; Boly, M.; Hwang, G.; Nair, V.; Mathis, J.; Nencka, A.; Conant, L.L.; DeYoe, E.A.; Ragahavan, M.; Prabhakaran, V. et al.
Source: Self-asserted source
Gyujoon Hwang via Scopus - Elsevier

Brain aging in temporal lobe epilepsy: Chronological, structural, and functional

NeuroImage: Clinical
2020 | Journal article
EID:

2-s2.0-85079141146

Part of ISSN: 22131582
Contributors: Hwang, G.; Hermann, B.; Nair, V.A.; Conant, L.L.; Dabbs, K.; Mathis, J.; Cook, C.J.; Rivera-Bonet, C.N.; Mohanty, R.; Zhao, G. et al.
Source: Self-asserted source
Gyujoon Hwang via Scopus - Elsevier

Deep learning and Bayesian deep learning based gender prediction in multi-scale brain functional connectivity

arXiv
2020 | Other
EID:

2-s2.0-85095161656

Part of ISSN: 23318422
Contributors: Zhao, G.; Hwang, G.; Cook, C.J.; Liu, F.; Meyerand, M.E.; Birn, R.M.
Source: Self-asserted source
Gyujoon Hwang via Scopus - Elsevier

Multi-Channel Deep Neural Network for Temporal Lobe Epilepsy Classification Using Multimodal Mri Data

ISBI Workshops 2020 - International Symposium on Biomedical Imaging Workshops, Proceedings
2020 | Conference paper
EID:

2-s2.0-85090407937

Contributors: Torres-Velazquez, M.; Hwang, G.; Cook, C.J.; Hermann, B.; Prabhakaran, V.; Meyerand, M.E.; McMillan, A.B.
Source: Self-asserted source
Gyujoon Hwang via Scopus - Elsevier

Network, clinical and sociodemographic features of cognitive phenotypes in temporal lobe epilepsy

NeuroImage: Clinical
2020 | Journal article
EID:

2-s2.0-85088252788

Part of ISSN: 22131582
Contributors: Hermann, B.; Conant, L.L.; Cook, C.J.; Hwang, G.; Garcia-Ramos, C.; Dabbs, K.; Nair, V.A.; Mathis, J.; Bonet, C.N.R.; Allen, L. et al.
Source: Self-asserted source
Gyujoon Hwang via Scopus - Elsevier

Neuroticism in temporal lobe epilepsy is associated with altered limbic-frontal lobe resting-state functional connectivity

Epilepsy and Behavior
2020 | Journal article
EID:

2-s2.0-85086476142

Part of ISSN: 15255069 15255050
Contributors: Rivera Bonet, C.N.; Hwang, G.; Hermann, B.; Struck, A.F.; J. Cook, C.; A. Nair, V.; Mathis, J.; Allen, L.; Almane, D.N.; Arkush, K. et al.
Source: Self-asserted source
Gyujoon Hwang via Scopus - Elsevier

Cognitive slowing and its underlying neurobiology in temporal lobe epilepsy

Cortex
2019 | Journal article
EID:

2-s2.0-85063324806

Part of ISSN: 19738102 00109452
Contributors: Hwang, G.; Dabbs, K.; Conant, L.; Nair, V.A.; Mathis, J.; Almane, D.N.; Nencka, A.; Birn, R.; Humphries, C.; Raghavan, M. et al.
Source: Self-asserted source
Gyujoon Hwang via Scopus - Elsevier

Effective connectivity within the default mode network in left temporal lobe epilepsy: Findings from the epilepsy connectome project

Brain Connectivity
2019 | Journal article
EID:

2-s2.0-85063100708

Part of ISSN: 21580022 21580014
Contributors: Cook, C.J.; Hwang, G.; Mathis, J.; Nair, V.A.; Conant, L.L.; Allen, L.; Almane, D.N.; Birn, R.; Deyoe, E.A.; Felton, E. et al.
Source: Self-asserted source
Gyujoon Hwang via Scopus - Elsevier

Neuroanatomical correlates of personality traits in temporal lobe epilepsy: Findings from the Epilepsy Connectome Project

Epilepsy and Behavior
2019 | Journal article
EID:

2-s2.0-85071832268

Part of ISSN: 15255069 15255050
Contributors: Rivera Bonet, C.N.; Hermann, B.; Cook, C.J.; Hwang, G.; Dabbs, K.; Nair, V.; Forseth, C.; Mathis, J.; Allen, L.; Almane, D.N. et al.
Source: Self-asserted source
Gyujoon Hwang via Scopus - Elsevier

Using low-frequency oscillations to detect temporal lobe epilepsy with machine learning

Brain Connectivity
2019 | Journal article
EID:

2-s2.0-85063084464

Part of ISSN: 21580022 21580014
Contributors: Hwang, G.; Nair, V.A.; Mathis, J.; Cook, C.J.; Mohanty, R.; Zhao, G.; Tellapragada, N.; Ustine, C.; Nwoke, O.O.; Rivera-Bonet, C. et al.
Source: Self-asserted source
Gyujoon Hwang via Scopus - Elsevier

Peer review (3 reviews for 3 publications/grants)

Review activity for Brain imaging and behavior. (1)
Review activity for Nature communications (1)
Review activity for NeuroImage. (1)