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Page 1
Multimodal Machine Learning Workflows for Prediction of Psychosis in Patients With Clinical High-Risk Syndromes and Recent-Onset Depression.
Koutsouleris N, Dwyer DB, Degenhardt F, Maj C, Urquijo-Castro MF, Sanfelici R, Popovic D, Oeztuerk O, Haas SS, Weiske J, Ruef A, Kambeitz-Ilankovic L, Antonucci LA, Neufang S, Schmidt-Kraepelin C, Ruhrmann S, Penzel N, Kambeitz J, Haidl TK, Rosen M, Chisholm K, Riecher-Rössler A, Egloff L, Schmidt A, Andreou C, Hietala J, Schirmer T, Romer G, Walger P, Franscini M, Traber-Walker N, Schimmelmann BG, Flückiger R, Michel C, Rössler W, Borisov O, Krawitz PM, Heekeren K, Buechler R, Pantelis C, Falkai P, Salokangas RKR, Lencer R, Bertolino A, Borgwardt S, Noethen M, Brambilla P, Wood SJ, Upthegrove R, Schultze-Lutter F, Theodoridou A, Meisenzahl E; PRONIA Consortium. Koutsouleris N, et al. Among authors: dwyer db. JAMA Psychiatry. 2021 Feb 1;78(2):195-209. doi: 10.1001/jamapsychiatry.2020.3604. JAMA Psychiatry. 2021. PMID: 33263726 Free PMC article.
Classifying Schizophrenia Using Multimodal Multivariate Pattern Recognition Analysis: Evaluating the Impact of Individual Clinical Profiles on the Neurodiagnostic Performance.
Cabral C, Kambeitz-Ilankovic L, Kambeitz J, Calhoun VD, Dwyer DB, von Saldern S, Urquijo MF, Falkai P, Koutsouleris N. Cabral C, et al. Among authors: dwyer db. Schizophr Bull. 2016 Jul;42 Suppl 1(Suppl 1):S110-7. doi: 10.1093/schbul/sbw053. Schizophr Bull. 2016. PMID: 27460614 Free PMC article.
Predicting Response to Repetitive Transcranial Magnetic Stimulation in Patients With Schizophrenia Using Structural Magnetic Resonance Imaging: A Multisite Machine Learning Analysis.
Koutsouleris N, Wobrock T, Guse B, Langguth B, Landgrebe M, Eichhammer P, Frank E, Cordes J, Wölwer W, Musso F, Winterer G, Gaebel W, Hajak G, Ohmann C, Verde PE, Rietschel M, Ahmed R, Honer WG, Dwyer D, Ghaseminejad F, Dechent P, Malchow B, Kreuzer PM, Poeppl TB, Schneider-Axmann T, Falkai P, Hasan A. Koutsouleris N, et al. Schizophr Bull. 2018 Aug 20;44(5):1021-1034. doi: 10.1093/schbul/sbx114. Schizophr Bull. 2018. PMID: 28981875 Free PMC article. Clinical Trial.
Brain Subtyping Enhances The Neuroanatomical Discrimination of Schizophrenia.
Dwyer DB, Cabral C, Kambeitz-Ilankovic L, Sanfelici R, Kambeitz J, Calhoun V, Falkai P, Pantelis C, Meisenzahl E, Koutsouleris N. Dwyer DB, et al. Schizophr Bull. 2018 Aug 20;44(5):1060-1069. doi: 10.1093/schbul/sby008. Schizophr Bull. 2018. PMID: 29529270 Free PMC article.
Prediction Models of Functional Outcomes for Individuals in the Clinical High-Risk State for Psychosis or With Recent-Onset Depression: A Multimodal, Multisite Machine Learning Analysis.
Koutsouleris N, Kambeitz-Ilankovic L, Ruhrmann S, Rosen M, Ruef A, Dwyer DB, Paolini M, Chisholm K, Kambeitz J, Haidl T, Schmidt A, Gillam J, Schultze-Lutter F, Falkai P, Reiser M, Riecher-Rössler A, Upthegrove R, Hietala J, Salokangas RKR, Pantelis C, Meisenzahl E, Wood SJ, Beque D, Brambilla P, Borgwardt S; PRONIA Consortium. Koutsouleris N, et al. Among authors: dwyer db. JAMA Psychiatry. 2018 Nov 1;75(11):1156-1172. doi: 10.1001/jamapsychiatry.2018.2165. JAMA Psychiatry. 2018. PMID: 30267047 Free PMC article.
Translational machine learning for psychiatric neuroimaging.
Walter M, Alizadeh S, Jamalabadi H, Lueken U, Dannlowski U, Walter H, Olbrich S, Colic L, Kambeitz J, Koutsouleris N, Hahn T, Dwyer DB. Walter M, et al. Among authors: dwyer db. Prog Neuropsychopharmacol Biol Psychiatry. 2019 Apr 20;91:113-121. doi: 10.1016/j.pnpbp.2018.09.014. Epub 2018 Oct 2. Prog Neuropsychopharmacol Biol Psychiatry. 2019. PMID: 30290208 Review.
Sex Matters: A Multivariate Pattern Analysis of Sex- and Gender-Related Neuroanatomical Differences in Cis- and Transgender Individuals Using Structural Magnetic Resonance Imaging.
Baldinger-Melich P, Urquijo Castro MF, Seiger R, Ruef A, Dwyer DB, Kranz GS, Klöbl M, Kambeitz J, Kaufmann U, Windischberger C, Kasper S, Falkai P, Lanzenberger R, Koutsouleris N. Baldinger-Melich P, et al. Among authors: dwyer db. Cereb Cortex. 2020 Mar 14;30(3):1345-1356. doi: 10.1093/cercor/bhz170. Cereb Cortex. 2020. PMID: 31368487 Free PMC article.
Multivariate classification of schizophrenia and its familial risk based on load-dependent attentional control brain functional connectivity.
Antonucci LA, Penzel N, Pergola G, Kambeitz-Ilankovic L, Dwyer D, Kambeitz J, Haas SS, Passiatore R, Fazio L, Caforio G, Falkai P, Blasi G, Bertolino A, Koutsouleris N. Antonucci LA, et al. Neuropsychopharmacology. 2020 Mar;45(4):613-621. doi: 10.1038/s41386-019-0532-3. Epub 2019 Oct 3. Neuropsychopharmacology. 2020. PMID: 31581175 Free PMC article.
A Pattern of Cognitive Deficits Stratified for Genetic and Environmental Risk Reliably Classifies Patients With Schizophrenia From Healthy Control Subjects.
Antonucci LA, Pergola G, Pigoni A, Dwyer D, Kambeitz-Ilankovic L, Penzel N, Romano R, Gelao B, Torretta S, Rampino A, Trojano M, Caforio G, Falkai P, Blasi G, Koutsouleris N, Bertolino A. Antonucci LA, et al. Biol Psychiatry. 2020 Apr 15;87(8):697-707. doi: 10.1016/j.biopsych.2019.11.007. Epub 2019 Nov 15. Biol Psychiatry. 2020. PMID: 31948640
An Investigation of Psychosis Subgroups With Prognostic Validation and Exploration of Genetic Underpinnings: The PsyCourse Study.
Dwyer DB, Kalman JL, Budde M, Kambeitz J, Ruef A, Antonucci LA, Kambeitz-Ilankovic L, Hasan A, Kondofersky I, Anderson-Schmidt H, Gade K, Reich-Erkelenz D, Adorjan K, Senner F, Schaupp S, Andlauer TFM, Comes AL, Schulte EC, Klöhn-Saghatolislam F, Gryaznova A, Hake M, Bartholdi K, Flatau-Nagel L, Reitt M, Quast S, Stegmaier S, Meyers M, Emons B, Haußleiter IS, Juckel G, Nieratschker V, Dannlowski U, Yoshida T, Schmauß M, Zimmermann J, Reimer J, Wiltfang J, Reininghaus E, Anghelescu IG, Arolt V, Baune BT, Konrad C, Thiel A, Fallgatter AJ, Figge C, von Hagen M, Koller M, Lang FU, Wigand ME, Becker T, Jäger M, Dietrich DE, Scherk H, Spitzer C, Folkerts H, Witt SH, Degenhardt F, Forstner AJ, Rietschel M, Nöthen MM, Mueller N, Papiol S, Heilbronner U, Falkai P, Schulze TG, Koutsouleris N. Dwyer DB, et al. JAMA Psychiatry. 2020 May 1;77(5):523-533. doi: 10.1001/jamapsychiatry.2019.4910. JAMA Psychiatry. 2020. PMID: 32049274 Free PMC article.
Two distinct neuroanatomical subtypes of schizophrenia revealed using machine learning.
Chand GB, Dwyer DB, Erus G, Sotiras A, Varol E, Srinivasan D, Doshi J, Pomponio R, Pigoni 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, Gur RC, Gur RE, Satterthwaite TD, Koutsouleris N, Wolf DH, Davatzikos C. Chand GB, et al. Among authors: dwyer db. Brain. 2020 Mar 1;143(3):1027-1038. doi: 10.1093/brain/awaa025. Brain. 2020. PMID: 32103250 Free PMC article.
A machine learning approach to risk assessment for alcohol withdrawal syndrome.
Burkhardt G, Adorjan K, Kambeitz J, Kambeitz-Ilankovic L, Falkai P, Eyer F, Koller G, Pogarell O, Koutsouleris N, Dwyer DB. Burkhardt G, et al. Among authors: dwyer db. Eur Neuropsychopharmacol. 2020 Jun;35:61-70. doi: 10.1016/j.euroneuro.2020.03.016. Epub 2020 May 14. Eur Neuropsychopharmacol. 2020. PMID: 32418843
Effect of childhood physical abuse on social anxiety is mediated via reduced frontal lobe and amygdala-hippocampus complex volume in adult clinical high-risk subjects.
Salokangas RKR, Hietala J, Armio RL, Laurikainen H, From T, Borgwardt S, Riecher-Rössler A, Brambilla P, Bonivento C, Meisenzahl E, Schultze-Lutter F, Haidl T, Ruhrmann S, Upthegrove R, Wood SJ, Pantelis C, Kambeitz-Ilankovic L, Ruef A, Dwyer DB, Kambeitz J, Koutsouleris N. Salokangas RKR, et al. Among authors: dwyer db. Schizophr Res. 2021 Jan;227:101-109. doi: 10.1016/j.schres.2020.05.041. Epub 2020 May 24. Schizophr Res. 2021. PMID: 32461085
The Psychopathology and Neuroanatomical Markers of Depression in Early Psychosis.
Upthegrove R, Lalousis P, Mallikarjun P, Chisholm K, Griffiths SL, Iqbal M, Pelton M, Reniers R, Stainton A, Rosen M, Ruef A, Dwyer DB, Surman M, Haidl T, Penzel N, Kambeitz-Llankovic L, Bertolino A, Brambilla P, Borgwardt S, Kambeitz J, Lencer R, Pantelis C, Ruhrmann S, Schultze-Lutter F, Salokangas RKR, Meisenzahl E, Wood SJ, Koutsouleris N; PRONIA Consortium. Upthegrove R, et al. Among authors: dwyer db. Schizophr Bull. 2021 Jan 23;47(1):249-258. doi: 10.1093/schbul/sbaa094. Schizophr Bull. 2021. PMID: 32634220 Free PMC article. Clinical Trial.
Traces of Trauma: A Multivariate Pattern Analysis of Childhood Trauma, Brain Structure, and Clinical Phenotypes.
Popovic D, Ruef A, Dwyer DB, Antonucci LA, Eder J, Sanfelici R, Kambeitz-Ilankovic L, Oztuerk OF, Dong MS, Paul R, Paolini M, Hedderich D, Haidl T, Kambeitz J, Ruhrmann S, Chisholm K, Schultze-Lutter F, Falkai P, Pergola G, Blasi G, Bertolino A, Lencer R, Dannlowski U, Upthegrove R, Salokangas RKR, Pantelis C, Meisenzahl E, Wood SJ, Brambilla P, Borgwardt S, Koutsouleris N; PRONIA Consortium. Popovic D, et al. Among authors: dwyer db. Biol Psychiatry. 2020 Dec 1;88(11):829-842. doi: 10.1016/j.biopsych.2020.05.020. Epub 2020 May 26. Biol Psychiatry. 2020. PMID: 32782139
Identifying multimodal signatures underlying the somatic comorbidity of psychosis: the COMMITMENT roadmap.
Schwarz E, Alnæs D, Andreassen OA, Cao H, Chen J, Degenhardt F, Doncevic D, Dwyer D, Eils R, Erdmann J, Herrmann C, Hofmann-Apitius M, Kaufmann T, Koutsouleris N, Kodamullil AT, Khuntia A, Mucha S, Nöthen MM, Paul R, Pedersen ML, Quintero A, Schunkert H, Sharma A, Tost H, Westlye LT, Zhang Y, Meyer-Lindenberg A. Schwarz E, et al. Mol Psychiatry. 2021 Mar;26(3):722-724. doi: 10.1038/s41380-020-00915-z. Epub 2020 Oct 15. Mol Psychiatry. 2021. PMID: 33060817 Free PMC article. No abstract available.
Cognitive subtypes in recent onset psychosis: distinct neurobiological fingerprints?
Wenzel J, Haas SS, Dwyer DB, Ruef A, Oeztuerk OF, Antonucci LA, von Saldern S, Bonivento C, Garzitto M, Ferro A, Paolini M, Blautzik J, Borgwardt S, Brambilla P, Meisenzahl E, Salokangas RKR, Upthegrove R, Wood SJ, Kambeitz J, Koutsouleris N, Kambeitz-Ilankovic L; PRONIA consortium. Wenzel J, et al. Among authors: dwyer db. Neuropsychopharmacology. 2021 Jul;46(8):1475-1483. doi: 10.1038/s41386-021-00963-1. Epub 2021 Mar 15. Neuropsychopharmacology. 2021. PMID: 33723384 Free PMC article.
Classification of first-episode psychosis using cortical thickness: A large multicenter MRI study.
Pigoni A, Dwyer D, Squarcina L, Borgwardt S, Crespo-Facorro B, Dazzan P, Smesny S, Spaniel F, Spalletta G, Sanfelici R, Antonucci LA, Reuf A, Oeztuerk OF, Schmidt A, Ciufolini S, Schönborn-Harrisberger F, Langbein K, Gussew A, Reichenbach JR, Zaytseva Y, Piras F, Delvecchio G, Bellani M, Ruggeri M, Lasalvia A, Tordesillas-Gutiérrez D, Ortiz V, Murray RM, Reis-Marques T, Di Forti M, Koutsouleris N, Brambilla P; ClassiFEP group. Pigoni A, et al. Eur Neuropsychopharmacol. 2021 Jun;47:34-47. doi: 10.1016/j.euroneuro.2021.04.002. Epub 2021 May 3. Eur Neuropsychopharmacol. 2021. PMID: 33957410
Multimodal prognosis of negative symptom severity in individuals at increased risk of developing psychosis.
Hauke DJ, Schmidt A, Studerus E, Andreou C, Riecher-Rössler A, Radua J, Kambeitz J, Ruef A, Dwyer DB, Kambeitz-Ilankovic L, Lichtenstein T, Sanfelici R, Penzel N, Haas SS, Antonucci LA, Lalousis PA, Chisholm K, Schultze-Lutter F, Ruhrmann S, Hietala J, Brambilla P, Koutsouleris N, Meisenzahl E, Pantelis C, Rosen M, Salokangas RKR, Upthegrove R, Wood SJ, Borgwardt S; PRONIA Group. Hauke DJ, et al. Among authors: dwyer db. Transl Psychiatry. 2021 May 24;11(1):312. doi: 10.1038/s41398-021-01409-4. Transl Psychiatry. 2021. PMID: 34031362 Free PMC article.
The progression of disorder-specific brain pattern expression in schizophrenia over 9 years.
Lieslehto J, Jääskeläinen E, Kiviniemi V, Haapea M, Jones PB, Murray GK, Veijola J, Dannlowski U, Grotegerd D, Meinert S, Hahn T, Ruef A, Isohanni M, Falkai P, Miettunen J, Dwyer DB, Koutsouleris N. Lieslehto J, et al. Among authors: dwyer db. NPJ Schizophr. 2021 Jun 14;7(1):32. doi: 10.1038/s41537-021-00157-0. NPJ Schizophr. 2021. PMID: 34127678 Free PMC article.
Toward Generalizable and Transdiagnostic Tools for Psychosis Prediction: An Independent Validation and Improvement of the NAPLS-2 Risk Calculator in the Multisite PRONIA Cohort.
Koutsouleris N, Worthington M, Dwyer DB, Kambeitz-Ilankovic L, Sanfelici R, Fusar-Poli P, Rosen M, Ruhrmann S, Anticevic A, Addington J, Perkins DO, Bearden CE, Cornblatt BA, Cadenhead KS, Mathalon DH, McGlashan T, Seidman L, Tsuang M, Walker EF, Woods SW, Falkai P, Lencer R, Bertolino A, Kambeitz J, Schultze-Lutter F, Meisenzahl E, Salokangas RKR, Hietala J, Brambilla P, Upthegrove R, Borgwardt S, Wood S, Gur RE, McGuire P, Cannon TD. Koutsouleris N, et al. Among authors: dwyer db. Biol Psychiatry. 2021 Nov 1;90(9):632-642. doi: 10.1016/j.biopsych.2021.06.023. Epub 2021 Jul 6. Biol Psychiatry. 2021. PMID: 34482951 Free PMC article.
Novel Gyrification Networks Reveal Links with Psychiatric Risk Factors in Early Illness.
Sanfelici R, Ruef A, Antonucci LA, Penzel N, Sotiras A, Dong MS, Urquijo-Castro M, Wenzel J, Kambeitz-Ilankovic L, Hettwer MD, Ruhrmann S, Chisholm K, Riecher-Rössler A, Falkai P, Pantelis C, Salokangas RKR, Lencer R, Bertolino A, Kambeitz J, Meisenzahl E, Borgwardt S, Brambilla P, Wood SJ, Upthegrove R, Schultze-Lutter F, Koutsouleris N, Dwyer DB; PRONIA Consortium. Sanfelici R, et al. Among authors: dwyer db. Cereb Cortex. 2022 Apr 5;32(8):1625-1636. doi: 10.1093/cercor/bhab288. Cereb Cortex. 2022. PMID: 34519351 Free PMC article.
The clinical relevance of formal thought disorder in the early stages of psychosis: results from the PRONIA study.
Oeztuerk OF, Pigoni A, Wenzel J, Haas SS, Popovic D, Ruef A, Dwyer DB, Kambeitz-Ilankovic L, Ruhrmann S, Chisholm K, Lalousis P, Griffiths SL, Lichtenstein T, Rosen M, Kambeitz J, Schultze-Lutter F, Liddle P, Upthegrove R, Salokangas RKR, Pantelis C, Meisenzahl E, Wood SJ, Brambilla P, Borgwardt S, Falkai P, Antonucci LA, Koutsouleris N; PRONIA Consortium. Oeztuerk OF, et al. Among authors: dwyer db. Eur Arch Psychiatry Clin Neurosci. 2022 Apr;272(3):403-413. doi: 10.1007/s00406-021-01327-y. Epub 2021 Sep 17. Eur Arch Psychiatry Clin Neurosci. 2022. PMID: 34535813 Free PMC article.
Multi-scale semi-supervised clustering of brain images: Deriving disease subtypes.
Wen J, Varol E, Sotiras A, Yang Z, Chand GB, Erus G, Shou H, Abdulkadir A, Hwang G, Dwyer DB, Pigoni A, Dazzan P, Kahn RS, Schnack HG, Zanetti MV, Meisenzahl E, Busatto GF, Crespo-Facorro B, Rafael RG, Pantelis C, Wood SJ, Zhuo C, Shinohara RT, Fan Y, Gur RC, Gur RE, Satterthwaite TD, Koutsouleris N, Wolf DH, Davatzikos C; Alzheimer's Disease Neuroimaging Initiative. Wen J, et al. Among authors: dwyer db. Med Image Anal. 2022 Jan;75:102304. doi: 10.1016/j.media.2021.102304. Epub 2021 Nov 11. Med Image Anal. 2022. PMID: 34818611 Free PMC article.
Pattern of predictive features of continued cannabis use in patients with recent-onset psychosis and clinical high-risk for psychosis.
Penzel N, Sanfelici R, Antonucci LA, Betz LT, Dwyer D, Ruef A, Cho KIK, Cumming P, Pogarell O, Howes O, Falkai P, Upthegrove R, Borgwardt S, Brambilla P, Lencer R, Meisenzahl E, Schultze-Lutter F, Rosen M, Lichtenstein T, Kambeitz-Ilankovic L, Ruhrmann S, Salokangas RKR, Pantelis C, Wood SJ, Quednow BB, Pergola G, Bertolino A, Koutsouleris N, Kambeitz J; PRONIA Consortium. Penzel N, et al. Schizophrenia (Heidelb). 2022 Mar 9;8(1):19. doi: 10.1038/s41537-022-00218-y. Schizophrenia (Heidelb). 2022. PMID: 35264631 Free PMC article.
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. Chand GB, et al. Among authors: dwyer db. Am J Psychiatry. 2022 Sep;179(9):650-660. doi: 10.1176/appi.ajp.21070686. Epub 2022 Apr 12. Am J Psychiatry. 2022. PMID: 35410495 Free PMC article.
Clinical, Brain, and Multilevel Clustering in Early Psychosis and Affective Stages.
Dwyer DB, Buciuman MO, Ruef A, Kambeitz J, Sen Dong M, Stinson C, Kambeitz-Ilankovic L, Degenhardt F, Sanfelici R, Antonucci LA, Lalousis PA, Wenzel J, Urquijo-Castro MF, Popovic D, Oeztuerk OF, Haas SS, Weiske J, Hauke D, Neufang S, Schmidt-Kraepelin C, Ruhrmann S, Penzel N, Lichtenstein T, Rosen M, Chisholm K, Riecher-Rössler A, Egloff L, Schmidt A, Andreou C, Hietala J, Schirmer T, Romer G, Michel C, Rössler W, Maj C, Borisov O, Krawitz PM, Falkai P, Pantelis C, Lencer R, Bertolino A, Borgwardt S, Noethen M, Brambilla P, Schultze-Lutter F, Meisenzahl E, Wood SJ, Davatzikos C, Upthegrove R, Salokangas RKR, Koutsouleris N; PRONIA Consortium. Dwyer DB, et al. JAMA Psychiatry. 2022 Jul 1;79(7):677-689. doi: 10.1001/jamapsychiatry.2022.1163. JAMA Psychiatry. 2022. PMID: 35583903 Free PMC article.
Exploring Links Between Psychosis and Frontotemporal Dementia Using Multimodal Machine Learning: Dementia Praecox Revisited.
Koutsouleris N, Pantelis C, Velakoulis D, McGuire P, Dwyer DB, Urquijo-Castro MF, Paul R, Dong S, Popovic D, Oeztuerk O, Kambeitz J, Salokangas RKR, Hietala J, Bertolino A, Brambilla P, Upthegrove R, Wood SJ, Lencer R, Borgwardt S, Maj C, Nöthen M, Degenhardt F, Polyakova M, Mueller K, Villringer A, Danek A, Fassbender K, Fliessbach K, Jahn H, Kornhuber J, Landwehrmeyer B, Anderl-Straub S, Prudlo J, Synofzik M, Wiltfang J, Riedl L, Diehl-Schmid J, Otto M, Meisenzahl E, Falkai P, Schroeter ML; International FTD-Genetics Consortium (IFGC), the German Frontotemporal Lobar Degeneration (FTLD) Consortium, and the PRONIA Consortium. Koutsouleris N, et al. Among authors: dwyer db. JAMA Psychiatry. 2022 Sep 1;79(9):907-919. doi: 10.1001/jamapsychiatry.2022.2075. JAMA Psychiatry. 2022. PMID: 35921104 Free PMC article.
The impact of visual dysfunctions in recent-onset psychosis and clinical high-risk state for psychosis.
Schwarzer JM, Meyhoefer I, Antonucci LA, Kambeitz-Ilankovic L, Surmann M, Bienek O, Romer G, Dannlowski U, Hahn T, Korda A, Dwyer DB, Ruef A, Haas SS, Rosen M, Lichtenstein T, Ruhrmann S, Kambeitz J, Salokangas RKR, Pantelis C, Schultze-Lutter F, Meisenzahl E, Brambilla P, Bertolino A, Borgwardt S, Upthegrove R, Koutsouleris N, Lencer R; PRONIA Consortium. Schwarzer JM, et al. Among authors: dwyer db. Neuropsychopharmacology. 2022 Nov;47(12):2051-2060. doi: 10.1038/s41386-022-01385-3. Epub 2022 Aug 18. Neuropsychopharmacology. 2022. PMID: 35982238 Free PMC article.
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. Hwang G, et al. Among authors: dwyer db. JAMA Psychiatry. 2023 May 1;80(5):498-507. doi: 10.1001/jamapsychiatry.2023.0409. JAMA Psychiatry. 2023. PMID: 37017948 Free PMC article.
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. Dwyer DB, et al. Mol Psychiatry. 2023 May;28(5):2008-2017. doi: 10.1038/s41380-023-02069-0. Epub 2023 May 5. Mol Psychiatry. 2023. PMID: 37147389 Free PMC article.
Structural and Functional Brain Patterns Predict Formal Thought Disorder's Severity and Its Persistence in Recent-Onset Psychosis: Results From the PRONIA Study.
Buciuman MO, Oeztuerk OF, Popovic D, Enrico P, Ruef A, Bieler N, Sarisik E, Weiske J, Dong MS, Dwyer DB, Kambeitz-Ilankovic L, Haas SS, Stainton A, Ruhrmann S, Chisholm K, Kambeitz J, Riecher-Rössler A, Upthegrove R, Schultze-Lutter F, Salokangas RKR, Hietala J, Pantelis C, Lencer R, Meisenzahl E, Wood SJ, Brambilla P, Borgwardt S, Falkai P, Antonucci LA, Bertolino A, Liddle P, Koutsouleris N; PRONIA Consortium. Buciuman MO, et al. Among authors: dwyer db. Biol Psychiatry Cogn Neurosci Neuroimaging. 2023 Dec;8(12):1207-1217. doi: 10.1016/j.bpsc.2023.06.001. Epub 2023 Jun 19. Biol Psychiatry Cogn Neurosci Neuroimaging. 2023. PMID: 37343661
Prevalence of cognitive impairments and strengths in the early course of psychosis and depression.
Stainton A, Chisholm K, Griffiths SL, Kambeitz-Ilankovic L, Wenzel J, Bonivento C, Brambilla P, Iqbal M, Lichtenstein TK, Rosen M, Antonucci LA, Maggioni E, Kambeitz J, Borgwardt S, Riecher-Rössler A, Andreou C, Schmidt A, Schultze-Lutter F, Meisenzahl E, Ruhrmann S, Salokangas RKR, Pantelis C, Lencer R, Romer G, Bertolino A, Upthegrove R, Koutsouleris N, Allott K, Wood SJ; PRONIA Consortium; PRONIA Consortium. Stainton A, et al. Psychol Med. 2023 Oct;53(13):5945-5957. doi: 10.1017/S0033291723001770. Epub 2023 Jul 6. Psychol Med. 2023. PMID: 37409883 Free PMC article.
A multivariate cognitive approach to predict social functioning in recent onset psychosis in response to computerized cognitive training.
Walter N, Wenzel J, Haas SS, Squarcina L, Bonivento C, Ruef A, Dwyer D, Lichtenstein T, Bastrük Ö, Stainton A, Antonucci LA, Brambilla P, Wood SJ, Upthegrove R, Borgwardt S, Lencer R, Meisenzahl E, Salokangas RKR, Pantelis C, Bertolino A, Koutsouleris N, Kambeitz J, Kambeitz-Ilankovic L; PRONIA consortium. Walter N, et al. Prog Neuropsychopharmacol Biol Psychiatry. 2024 Jan 10;128:110864. doi: 10.1016/j.pnpbp.2023.110864. Epub 2023 Sep 17. Prog Neuropsychopharmacol Biol Psychiatry. 2024. PMID: 37717645
Transdiagnostic subgroups of cognitive impairment in early affective and psychotic illness.
Wenzel J, Badde L, Haas SS, Bonivento C, Van Rheenen TE, Antonucci LA, Ruef A, Penzel N, Rosen M, Lichtenstein T, Lalousis PA, Paolini M, Stainton A, Dannlowski U, Romer G, Brambilla P, Wood SJ, Upthegrove R, Borgwardt S, Meisenzahl E, Salokangas RKR, Pantelis C, Lencer R, Bertolino A, Kambeitz J, Koutsouleris N, Dwyer DB, Kambeitz-Ilankovic L; PRONIA consortium. Wenzel J, et al. Among authors: dwyer db. Neuropsychopharmacology. 2024 Feb;49(3):573-583. doi: 10.1038/s41386-023-01729-7. Epub 2023 Sep 22. Neuropsychopharmacology. 2024. PMID: 37737273 Free PMC article.
Algorithmic fairness in precision psychiatry: analysis of prediction models in individuals at clinical high risk for psychosis.
Şahin D, Kambeitz-Ilankovic L, Wood S, Dwyer D, Upthegrove R, Salokangas R, Borgwardt S, Brambilla P, Meisenzahl E, Ruhrmann S, Schultze-Lutter F, Lencer R, Bertolino A, Pantelis C, Koutsouleris N, Kambeitz J; PRONIA Study Group. Şahin D, et al. Br J Psychiatry. 2024 Feb;224(2):55-65. doi: 10.1192/bjp.2023.141. Br J Psychiatry. 2024. PMID: 37936347
Combining Clinical With Cognitive or Magnetic Resonance Imaging Data for Predicting Transition to Psychosis in Ultra High-Risk Patients: Data From the PACE 400 Cohort.
Hartmann S, Cearns M, Pantelis C, Dwyer D, Cavve B, Byrne E, Scott I, Yuen HP, Gao C, Allott K, Lin A, Wood SJ, Wigman JTW, Amminger GP, McGorry PD, Yung AR, Nelson B, Clark SR. Hartmann S, et al. Biol Psychiatry Cogn Neurosci Neuroimaging. 2023 Dec 3:S2451-9022(23)00320-8. doi: 10.1016/j.bpsc.2023.11.009. Online ahead of print. Biol Psychiatry Cogn Neurosci Neuroimaging. 2023. PMID: 38052267 Free article.
Accelerating Medicines Partnership® Schizophrenia (AMP® SCZ): Rationale and Study Design of the Largest Global Prospective Cohort Study of Clinical High Risk for Psychosis.
Wannan CMJ, Nelson B, Addington J, Allott K, Anticevic A, Arango C, Baker JT, Bearden CE, Billah T, Bouix S, Broome MR, Buccilli K, Cadenhead KS, Calkins ME, Cannon TD, Cecci G, Chen EYH, Cho KIK, Choi J, Clark SR, Coleman MJ, Conus P, Corcoran CM, Cornblatt BA, Diaz-Caneja CM, Dwyer D, Ebdrup BH, Ellman LM, Fusar-Poli P, Galindo L, Gaspar PA, Gerber C, Glenthøj LB, Glynn R, Harms MP, Horton LE, Kahn RS, Kambeitz J, Kambeitz-Ilankovic L, Kane JM, Kapur T, Keshavan MS, Kim SW, Koutsouleris N, Kubicki M, Kwon JS, Langbein K, Lewandowski KE, Light GA, Mamah D, Marcy PJ, Mathalon DH, McGorry PD, Mittal VA, Nordentoft M, Nunez A, Pasternak O, Pearlson GD, Perez J, Perkins DO, Powers AR 3rd, Roalf DR, Sabb FW, Schiffman J, Shah JL, Smesny S, Spark J, Stone WS, Strauss GP, Tamayo Z, Torous J, Upthegrove R, Vangel M, Verma S, Wang J, Rossum IW, Wolf DH, Wolff P, Wood SJ, Yung AR, Agurto C, Alvarez-Jimenez M, Amminger P, Armando M, Asgari-Targhi A, Cahill J, Carrión RE, Castro E, Cetin-Karayumak S, Mallar Chakravarty M, Cho YT, Cotter D, D'Alfonso S, Ennis M, Fadnavis S, Fonteneau C, Gao C, Gupta T, Gur RE, Gur RC, Hamilton HK, Hoftman GD, Jacobs GR, Jarcho J, Ji JL, Kohler CG, Lalousis PA… See abstract for full author list ➔ Wannan CMJ, et al. Schizophr Bull. 2024 Mar 7:sbae011. doi: 10.1093/schbul/sbae011. Online ahead of print. Schizophr Bull. 2024. PMID: 38451304
Alterations of Functional Connectivity Dynamics in Affective and Psychotic Disorders.
Hoheisel L, Kambeitz-Ilankovic L, Wenzel J, Haas SS, Antonucci LA, Ruef A, Penzel N, Schultze-Lutter F, Lichtenstein T, Rosen M, Dwyer DB, Salokangas RKR, Lencer R, Brambilla P, Borgwardt S, Wood SJ, Upthegrove R, Bertolino A, Ruhrmann S, Meisenzahl E, Koutsouleris N, Fink GR, Daun S, Kambeitz J; PRONIA Consortium. Hoheisel L, et al. Among authors: dwyer db. Biol Psychiatry Cogn Neurosci Neuroimaging. 2024 Mar 8:S2451-9022(24)00065-X. doi: 10.1016/j.bpsc.2024.02.013. Online ahead of print. Biol Psychiatry Cogn Neurosci Neuroimaging. 2024. PMID: 38461964 Free article.
A longitudinal study investigating sub-threshold symptoms and white matter changes in individuals with an 'at risk mental state' (ARMS).
Katagiri N, Pantelis C, Nemoto T, Zalesky A, Hori M, Shimoji K, Saito J, Ito S, Dwyer DB, Fukunaga I, Morita K, Tsujino N, Yamaguchi T, Shiraga N, Aoki S, Mizuno M. Katagiri N, et al. Among authors: dwyer db. Schizophr Res. 2015 Mar;162(1-3):7-13. doi: 10.1016/j.schres.2015.01.002. Epub 2015 Jan 28. Schizophr Res. 2015. PMID: 25638727
Structural brain changes are associated with response of negative symptoms to prefrontal repetitive transcranial magnetic stimulation in patients with schizophrenia.
Hasan A, Wobrock T, Guse B, Langguth B, Landgrebe M, Eichhammer P, Frank E, Cordes J, Wölwer W, Musso F, Winterer G, Gaebel W, Hajak G, Ohmann C, Verde PE, Rietschel M, Ahmed R, Honer WG, Dechent P, Malchow B, Castro MFU, Dwyer D, Cabral C, Kreuzer PM, Poeppl TB, Schneider-Axmann T, Falkai P, Koutsouleris N. Hasan A, et al. Mol Psychiatry. 2017 Jun;22(6):857-864. doi: 10.1038/mp.2016.161. Epub 2016 Oct 11. Mol Psychiatry. 2017. PMID: 27725655
Real time prediction of match outcomes in Australian football.
Aarons MF, Young CM, Bruce L, Dwyer DB. Aarons MF, et al. Among authors: dwyer db. J Sports Sci. 2023 Jun;41(11):1115-1125. doi: 10.1080/02640414.2023.2259266. Epub 2023 Oct 20. J Sports Sci. 2023. PMID: 37733399
The Player Load Associated With Typical Activities in Elite Netball.
Bailey JA, Gastin PB, Mackey L, Dwyer DB. Bailey JA, et al. Among authors: dwyer db. Int J Sports Physiol Perform. 2017 Oct;12(9):1218-1223. doi: 10.1123/ijspp.2016-0378. Epub 2017 Feb 9. Int J Sports Physiol Perform. 2017. PMID: 28182504
Performance analysis and prediction in triathlon.
Ofoghi B, Zeleznikow J, Macmahon C, Rehula J, Dwyer DB. Ofoghi B, et al. Among authors: dwyer db. J Sports Sci. 2016;34(7):607-12. doi: 10.1080/02640414.2015.1065341. Epub 2015 Jul 16. J Sports Sci. 2016. PMID: 26177783