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Anzahl der Publikationen: 15
Zeitschriftenartikel
Dwyer, Dominic und Koutsouleris, Nikolaos
(2022):
Annual Research Review: Translational machine learning for child and adolescent psychiatry.
In: Journal of Child Psychology and Psychiatry, Bd. 63, Nr. 4: S. 421-443
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Squarcina, Letizia; Kambeitz-Ilankovic, Lana; Bonivento, Carolina; Prunas, Cecilia; Oldani, Lucio; Wenzel, Julian; Ruef, Anne; Dwyer, Dominic; Ferro, Adele; Borgwardt, Stefan; Kambeitz, Joseph; Lichtenstein, Theresa Katharina; Meisenzahl, Eva; Pantelis, Christos; Rosen, Marlene; Upthegrove, Rachel; Antonucci, Linda A.; Bertolino, Alessandro; Lencer, Rebekka; Ruhrmann, Stephan; Salokangas, Raimo R. K.; Schultze-Lutter, Frauke; Chisholm, Katharine; Stainton, Alexandra; Wood, Stephen J.; Koutsouleris, Nikolaos und Brambilla, Paolo
(2022):
Relationships between global functioning and neuropsychological predictors in subjects at high risk of psychosis or with a recent onset of depression.
In: World Journal of Biological Psychiatry, Bd. 23, Nr. 8: S. 573-581
Lalousis, Paris Alexandros; Schmaal, Lianne; Wood, Stephen J.; Reniers, Renate L. E. P.; Barnes, Nicholas M.; Chisholm, Katharine; Griffiths, Sian Lowri; Stainton, Alexandra; Wen, Junhao; Hwang, Gyujoon; Davatzikos, Christos; Wenzel, Julian; Kambeitz-Ilankovic, Lana; Andreou, Christina; Bonivento, Carolina; Dannlowski, Udo; Ferro, Adele; Lichtenstein, Theresa; Riecher-Rossler, Anita; Romer, Georg; Upthegrove, Rachel; Lencer, Rebekka; Pantelis, Christos; Ruhrmann, Stephan; Salokangas, Raimo K. R.; Schultze-Lutter, Frauke; Schmidt, Andre; Meisenzahl, Eva; Koutsouleris, Nikolaos; Dwyer, Dominic; Rosen, Marlene; Bertolino, Alessandro; Borgwardt, Stefan; Brambilla, Paolo und Kambeitz, Joseph
(2022):
Neurobiologically Based Stratification of Recent- Onset Depression and Psychosis: Identification of Two Distinct Transdiagnostic Phenotypes.
In: Biological Psychiatry, Bd. 92, Nr. 7: S. 552-562
Antonucci, Linda A.; Penzel, Nora; Sanfelici, Rachele; Pigoni, Alessandro; Kambeitz-Ilankovic, Lana; Dwyer, Dominic; Ruef, Anne; Sen Dong, Mark; Öztürk, Ömer Faruk; Chisholm, Katharine; Haidl, Theresa; Rosen, Marlene; Ferro, Adele; Pergola, Giulio; Andriola, Ileana; Blasi, Giuseppe; Ruhrmann, Stephan; Schultze-Lutter, Frauke; Falkai, Peter; Kambeitz, Joseph; Lencer, Rebekka; Dannlowski, Udo; Upthegrove, Rachel; Salokangas, Raimo K. R.; Pantelis, Christos; Meisenzahl, Eva; Wood, Stephen J.; Brambilla, Paolo; Borgwardt, Stefan; Bertolino, Alessandro und Koutsouleris, Nikolaos
(2022):
Using combined environmental-clinical classification models to predict role functioning outcome in clinical high-risk states for psychosis and recent-onset depression.
In: British Journal of Psychiatry, Bd. 220, Nr. 4: S. 229-245
Penzel, Nora; Sanfelici, Rachele; Antonucci, Linda A.; Betz, Linda T.; Dwyer, Dominic; Ruef, Anne; Cho, Kang Ik K.; Cumming, Paul; Pogarell, Oliver; Howes, Oliver; Falkai, Peter; Upthegrove, Rachel; Borgwardt, Stefan; Brambilla, Paolo; Lencer, Rebekka; Meisenzahl, Eva; Schultze-Lutter, Frauke; Rosen, Marlene; Lichtenstein, Theresa; Kambeitz-Ilankovic, Lana; Ruhrmann, Stephan; Salokangas, Raimo K. R.; Pantelis, Christos; Wood, Stephen J.; Quednow, Boris B.; Pergola, Giulio; Bertolino, Alessandro; Koutsouleris, Nikolaos und Kambeitz, Joseph
(2022):
Pattern of predictive features of continued cannabis use in patients with recent-onset psychosis and clinical high-risk for psychosis.
In: Schizophrenia, Bd. 8, Nr. 1, 19
Cao, Han; Zhang, Youcheng; Baumbach, Jan; Burton, Paul R.; Dwyer, Dominic; Koutsouleris, Nikolaos; Matschinske, Julian; Marcon, Yannick; Rajan, Sivanesan; Rieg, Thilo; Ryser-Welch, Patricia; Spaeth, Julian; Herrmann, Carl und Schwarz, Emanuel
(2022):
dsMTL: a computational framework for privacy-preserving, distributed multi-task machine learning.
In: Bioinformatics, Bd. 38, Nr. 21: S. 4919-4926
Chekroud, Adam M.; Bondar, Julia; Delgadillo, Jaime; Doherty, Gavin; Wasil, Akash; Fokkema, Marjolein; Cohen, Zachary; Belgrave, Danielle; DeRubeis, Robert; Iniesta, Raquel; Dwyer, Dominic und Choi, Karmel
(2021):
The promise of machine learning in predicting treatment outcomes in psychiatry.
In: World Psychiatry, Bd. 20, Nr. 2: S. 154-170
Lalousis, Paris Alexandros; Wood, Stephen J.; Schmaal, Lianne; Chisholm, Katharine; Griffiths, Sian Lowri; Reniers, Renate L. E. P.; Bertolino, Alessandro; Borgwardt, Stefan; Brambilla, Paolo; Kambeitz, Joseph; Lencer, Rebekka; Pantelis, Christos; Ruhrmann, Stephan; Salokangas, Raimo K. R.; Schultze-Lutter, Frauke; Bonivento, Carolina; Dwyer, Dominic; Ferro, Adele; Haidl, Theresa; Rosen, Marlene; Schmidt, Andre; Meisenzahl, Eva; Koutsouleris, Nikolaos und Upthegrove, Rachel
(2021):
Heterogeneity and Classification of Recent Onset Psychosis and Depression: A Multimodal Machine Learning Approach.
In: Schizophrenia Bulletin, Bd. 47, Nr. 4: S. 1130-1140
Rosen, Marlene; Betz, Linda T.; Kaiser, Natalie; Penzel, Nora; Dwyer, Dominic; Lichtenstein, Theresa K.; Schultze-Lutter, Frauke; Kambeitz-Ilankovic, Lana; Bertolino, Alessandro; Borgwardt, Stefan; Brambilla, Paolo; Lencer, Rebekka; Meisenzahl, Eva; Pantelis, Christos; Salokangas, Raimo K. R.; Upthegrove, Rachel; Wood, Stephen; Ruhrmann, Stephan; Koutsouleris, Nikolaos und Kambeitz, Joseph
(2021):
Detailed clinical phenotyping and generalisability in prognostic models of functioning in at-risk populations.
In: British Journal of Psychiatry, Bd. 220, Nr. 6, PII S0007125021001410: S. 318-321
Antonucci, Linda A.; Pergola, Giulio; Pigoni, Alessandro; Dwyer, Dominic; Kambeitz-Ilankovic, Lana; Penzel, Nora; Romano, Raffaella; Gelao, Barbara; Torretta, Silvia; Rampino, Antonio; Trojano, Maria; Caforio, Grazia; Falkai, Peter; Blasi, Giuseppe; Koutsouleris, Nikolaos und Bertolino, Alessandro
(2020):
A Pattern of Cognitive Deficits Stratified for Genetic and Environmental Risk Reliably Classifies Patients With Schizophrenia From Healthy Control Subjects.
In: Biological Psychiatry, Bd. 87, Nr. 8: S. 697-707
Alameda, Luis; Ashok, Abhishekh; Avery, Suzanne; Bani-Fatemi, Ali; Berkhout, Susan; Best, Mike; Bonfils, Kelsey; Colizzi, Marco; Dauvermann, Maria; Du Plessis, Stefan; Dwyer, Dominic; Eisner, Emily; Ganesh, Suhas; Hernaus, Dennis; Ithal, Dhruva; Kowalchuk, Chantel; Kristensen, Tina; Lavigne, Katie; Lee, Ellen; Lemmers-Jansen, Imke; O'Donoghue, Brian; Oliver, Lindsay; Oluwoye, Oladunni; Park, Min Tae; Di Carlo, Pasquale; Giroud Joaquim, Helena Passarelli; Pinheiro, Ana; Ramsay, Ian; Rodriguez, Victoria; Sami, Musa; Soni, Sunaina; Sonnenschein, Susan; Taylor, Jerome; Thomas, Michael; Waterreus, Anna; Wojtalik, Jessica; Yang, Zhuoya; Emsley, Robin und Kilian, Sanja
(2020):
The 2019 Schizophrenia International Research Society Conference, 10-14 April, Orlando, Florida: A summary of topics and trends.
In: Psychiatry Research, Bd. 284, 112672
Masaoka, Yuri; Velakoulis, Dennis; Brewer, Warrick J.; Cropley, Vanessa L.; Bartholomeusz, Cali F.; Yung, Alison R.; Nelson, Barnaby; Dwyer, Dominic; Wannan, Cassandra M. J.; Izumizaki, Masahiko; McGorry, Patrick D.; Wood, Stephen J. und Pantelis, Christos
(2020):
Impaired olfactory ability associated with larger left hippocampus and rectus volumes at earliest stages of schizophrenia: A sign of neuroinflammation?
In: Psychiatry Research, Bd. 289, 112909
Antonucci, Linda A.; Penzel, Nora; Pergola, Giulio; Kambeitz-Ilankovic, Lana; Dwyer, Dominic; Kambeitz, Joseph; Haas, Shalaila Siobhan; Passiatore, Roberta; Fazio, Leonardo; Caforio, Grazia; Falkai, Peter; Blasi, Giuseppe; Bertolino, Alessandro und Koutsouleris, Nikolaos
(2020):
Multivariate classification of schizophrenia and its familial risk based on load-dependent attentional control brain functional connectivity.
In: Neuropsychopharmacology, Bd. 45, Nr. 4: S. 613-621
Koutsouleris, Nikolaos; Wobrock, Thomas; Guse, Birgit; Langguth, Berthold; Landgrebe, Michael; Eichhammer, Peter; Frank, Elmar; Cordes, Joachim; Woelwer, Wolfgang; Musso, Francesco; Winterer, Georg; Gäbel, Wolfgang; Hajak, Goeran; Ohmann, Christian; Verde, Pablo E.; Rietschel, Marcella; Ahmed, Raees; Honer, William G.; Dwyer, Dominic; Ghaseminejad, Farhad; Dechent, Peter; Malchow, Berend; Kreuzer, Peter M.; Poeppl, Tim B.; Schneider-Axmann, Thomas; Falkai, Peter 
ORCID: https://orcid.org/0000-0003-2873-8667 und Hasan, Alkomiet
(2018):
Predicting Response to Repetitive Transcranial Magnetic Stimulation in Patients With Schizophrenia Using Structural Magnetic Resonance Imaging: A Multisite Machine Learning Analysis.
In: Schizophrenia Bulletin, Bd. 44, Nr. 5: S. 1021-1034
ORCID: https://orcid.org/0000-0003-2873-8667 und Hasan, Alkomiet
(2018):
Predicting Response to Repetitive Transcranial Magnetic Stimulation in Patients With Schizophrenia Using Structural Magnetic Resonance Imaging: A Multisite Machine Learning Analysis.
In: Schizophrenia Bulletin, Bd. 44, Nr. 5: S. 1021-1034
Kalman, Janos; Budde, Monika; Dwyer, Dominic; Papiol, Sergi; Anderson-Schmidt, Heike; Gade, Katrin; Heilbronner, Urs; Andlauer, Till F. M.; Reininghaus, Eva; Falkai, Peter ORCID: https://orcid.org/0000-0003-2873-8667; Schulze, Thomas und Koutsouleris, Nikolaos
(2017):
Using Machine Learning To Build Individualized Prediction Models Of Future Quality Of Life In Psychosis Patients.
In: European Neuropsychopharmacology, Bd. 27:
S464-S464
ORCID: https://orcid.org/0000-0003-2873-8667; Schulze, Thomas und Koutsouleris, Nikolaos
(2017):
Using Machine Learning To Build Individualized Prediction Models Of Future Quality Of Life In Psychosis Patients.
In: European Neuropsychopharmacology, Bd. 27:
S464-S464