Medical College of Wisconsin
Medical College of Wisconsin Medical College of Wisconsin
Physician Patient
Psychiatry and Behavioral Medicine
Gyujoon Hwang, PhD

Gyujoon (Guy) Hwang, PhD

Assistant Professor

Research Areas of Interest

  • Machine Learning
  • Neuroimaging

Publications

  • Genetic and Clinical Correlates of AI-Based Brain Aging Patterns in Cognitively Unimpaired Individuals.

    (Skampardoni I, Nasrallah IM, Abdulkadir A, Wen J, Melhem R, Mamourian E, Erus G, Doshi J, Singh A, Yang Z, Cui Y, Hwang G, Ren Z, Pomponio R, Srinivasan D, Govindarajan ST, Parmpi P, Wittfeld K, Grabe HJ, Bülow R, Frenzel S, Tosun D, Bilgel M, An Y, Marcus DS, LaMontagne P, Heckbert SR, Austin TR, Launer LJ, Sotiras A, Espeland MA, Masters CL, Maruff P, Fripp J, Johnson SC, Morris JC, Albert MS, Bryan RN, Yaffe K, Völzke H, Ferrucci L, Benzinger TLS, Ezzati A, Shinohara RT, Fan Y, Resnick SM, Habes M, Wolk D, Shou H, Nikita K, Davatzikos C.) JAMA Psychiatry. 2024 Feb 14 PMID: 38353984 PMCID: PMC10867779 SCOPUS ID: 2-s2.0-85185283495 02/14/2024

  • Genomic loci influence patterns of structural covariance in the human brain.

    (Wen J, Nasrallah IM, Abdulkadir A, Satterthwaite TD, Yang Z, Erus G, Robert-Fitzgerald T, Singh A, Sotiras A, Boquet-Pujadas A, Mamourian E, Doshi J, Cui Y, Srinivasan D, Skampardoni I, Chen J, Hwang G, Bergman M, Bao J, Veturi Y, Zhou Z, Yang S, Dazzan P, Kahn RS, Schnack HG, Zanetti MV, Meisenzahl E, Busatto GF, Crespo-Facorro B, Pantelis C, Wood SJ, Zhuo C, Shinohara RT, Gur RC, Gur RE, Koutsouleris N, Wolf DH, Saykin AJ, Ritchie MD, Shen L, Thompson PM, Colliot O, Wittfeld K, Grabe HJ, Tosun D, Bilgel M, An Y, Marcus DS, LaMontagne P, Heckbert SR, Austin TR, Launer LJ, Espeland M, Masters CL, Maruff P, Fripp J, Johnson SC, Morris JC, Albert MS, Bryan RN, Resnick SM, Fan Y, Habes M, Wolk D, Shou H, Davatzikos C.) Proc Natl Acad Sci U S A. 2023 Dec 26;120(52):e2300842120 PMID: 38127979 PMCID: PMC10756284 SCOPUS ID: 2-s2.0-85181179290 12/21/2023

  • The Genetic Architecture of Multimodal Human Brain Age.

    (Wen J, Zhao B, Yang Z, Erus G, Skampardoni I, Mamourian E, Cui Y, Hwang G, Bao J, Boquet-Pujadas A, Zhou Z, Veturi Y, Ritchie MD, Shou H, Thompson PM, Shen L, Toga AW, Davatzikos C.) bioRxiv. 2023 Sep 30 PMID: 37333190 PMCID: PMC10274645 06/19/2023

  • Neuroimaging-AI Endophenotypes of Brain Diseases in the General Population: Towards a Dimensional System of Vulnerability.

    (Wen J, Skampardoni I, Tian YE, Yang Z, Cui Y, Erus G, Hwang G, Varol E, Boquet-Pujadas A, Chand GB, Nasrallah I, Satterthwaite T, Shou H, Shen L, Toga AW, Zaleskey A, Davatzikos C.) medRxiv. 2023 Aug 24 PMID: 37662256 PMCID: PMC10473785 09/04/2023

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

    (Dwyer DB, Chand GB, Pigoni A, Khuntia A, Wen J, Antoniades M, Hwang G, Erus G, Doshi J, Srinivasan D, Varol E, Kahn RS, Schnack HG, Meisenzahl E, Wood SJ, Zhuo C, Sotiras A, Shinohara RT, Shou H, Fan Y, Schaulfelberger M, Rosa P, Lalousis PA, Upthegrove R, Kaczkurkin AN, Moore TM, Nelson B, Gur RE, Gur RC, Ritchie MD, Satterthwaite TD, Murray RM, Di Forti M, Ciufolini S, Zanetti MV, Wolf DH, Pantelis C, Crespo-Facorro B, Busatto GF, Davatzikos C, Koutsouleris N, Dazzan P.) Mol Psychiatry. 2023 May;28(5):2008-2017 PMID: 37147389 PMCID: PMC10575777 SCOPUS ID: 2-s2.0-85158129069 05/06/2023

  • Assessment of Neuroanatomical Endophenotypes of Autism Spectrum Disorder and Association With Characteristics of Individuals With Schizophrenia and the General Population.

    (Hwang G, Wen J, Sotardi S, Brodkin ES, Chand GB, Dwyer DB, Erus G, Doshi J, Singhal P, Srinivasan D, Varol E, Sotiras A, Dazzan P, Kahn RS, Schnack HG, Zanetti MV, Meisenzahl E, Busatto GF, Crespo-Facorro B, Pantelis C, Wood SJ, Zhuo C, Shinohara RT, Shou H, Fan Y, Di Martino A, Koutsouleris N, Gur RE, Gur RC, Satterthwaite TD, Wolf DH, Davatzikos C.) JAMA Psychiatry. 2023 May 01;80(5):498-507 PMID: 37017948 PMCID: PMC10157419 SCOPUS ID: 2-s2.0-85159060372 04/06/2023

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

    (Hwang G.) Biol Psychiatry. 2022 Oct 15;92(8):606-608 PMID: 36137703 SCOPUS ID: 2-s2.0-85138365786 09/23/2022

  • Neurobiologically Based Stratification of Recent-Onset Depression and Psychosis: Identification of Two Distinct Transdiagnostic Phenotypes.

    (Lalousis PA, Schmaal L, Wood SJ, Reniers RLEP, Barnes NM, Chisholm K, Griffiths SL, Stainton A, Wen J, Hwang G, Davatzikos C, Wenzel J, Kambeitz-Ilankovic L, Andreou C, Bonivento C, Dannlowski U, Ferro A, Lichtenstein T, Riecher-Rössler A, Romer G, Rosen M, Bertolino A, Borgwardt S, Brambilla P, Kambeitz J, Lencer R, Pantelis C, Ruhrmann S, Salokangas RKR, Schultze-Lutter F, Schmidt A, Meisenzahl E, Koutsouleris N, Dwyer D, Upthegrove R, PRONIA Consortium.) Biol Psychiatry. 2022 Oct 01;92(7):552-562 PMID: 35717212 PMCID: PMC10128104 SCOPUS ID: 2-s2.0-85132873503 06/19/2022

  • Schizophrenia Imaging Signatures and Their Associations With Cognition, Psychopathology, and Genetics in the General Population.

    (Chand GB, Singhal P, Dwyer DB, Wen J, Erus G, Doshi J, Srinivasan D, Mamourian E, Varol E, Sotiras A, Hwang G, Dazzan P, Kahn RS, Schnack HG, Zanetti MV, Meisenzahl E, Busatto GF, Crespo-Facorro B, Pantelis C, Wood SJ, Zhuo C, Shinohara RT, Shou H, Fan Y, Koutsouleris N, Kaczkurkin AN, Moore TM, Verma A, Calkins ME, Gur RE, Gur RC, Ritchie MD, Satterthwaite TD, Wolf DH, Davatzikos C.) Am J Psychiatry. 2022 Sep;179(9):650-660 PMID: 35410495 PMCID: PMC9444886 SCOPUS ID: 2-s2.0-85137078437 04/13/2022

  • Disentangling Alzheimer's disease neurodegeneration from typical brain ageing using machine learning.

    (Hwang G, Abdulkadir A, Erus G, Habes M, Pomponio R, Shou H, Doshi J, Mamourian E, Rashid T, Bilgel M, Fan Y, Sotiras A, Srinivasan D, Morris JC, Albert MS, Bryan NR, Resnick SM, Nasrallah IM, Davatzikos C, Wolk DA, from the iSTAGING consortium, ADNI.) Brain Commun. 2022;4(3):fcac117 PMID: 35611306 PMCID: PMC9123890 05/26/2022

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

    (Rivera Bonet CN, Hwang G, Hermann B, Struck AF, J Cook C, A Nair V, Mathis J, Allen L, Almane DN, Arkush K, Birn R, Conant LL, DeYoe EA, Felton E, Maganti R, Nencka A, Raghavan M, Shah U, Sosa VN, Ustine C, Prabhakaran V, Binder JR, Meyerand ME.) Epilepsy Behav. 2020 Sep;110:107172 PMID: 32554180 PMCID: PMC7483612 SCOPUS ID: 2-s2.0-85086476142 06/20/2020

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

    (Hermann B, Conant LL, Cook CJ, Hwang G, Garcia-Ramos C, Dabbs K, Nair VA, Mathis J, Bonet CNR, Allen L, Almane DN, Arkush K, Birn R, DeYoe EA, Felton E, Maganti R, Nencka A, Raghavan M, Shah U, Sosa VN, Struck AF, Ustine C, Reyes A, Kaestner E, McDonald C, Prabhakaran V, Binder JR, Meyerand ME.) Neuroimage Clin. 2020;27:102341 PMID: 32707534 PMCID: PMC7381697 SCOPUS ID: 2-s2.0-85088252788 07/25/2020

Publications of Gyujoon Hwang PhD from the Faculty Collaboration Database