Search results

• 2024

  A multivariate cognitive approach to predict social functioning in recent onset psychosis in response to computerized cognitive training

  Walter, N., Wenzel, J., Haas, S. S., Squarcina, L., Bonivento, C., Ruef, A., Dwyer, D., Lichtenstein, T., Bastrük, Ö., Stainton, A., Antonucci, L. A., Brambilla, P., Wood, S. J., Upthegrove, R., Borgwardt, S., Lencer, R., Meisenzahl, E., Salokangas, R. K. R., Pantelis, C. & Bertolino, A. & 3 others, Koutsouleris, N., Kambeitz, J. & Kambeitz-Ilankovic, L., 10 Jan 2024, In: Progress in Neuro-Psychopharmacology and Biological Psychiatry. 128, 110864.

  Research output: Contribution to journal › Article › peer-review

  • Social Functioning 100%
  • Training 100%
  • Fluency 40%
  • Support Vector Machine 33%
  • Specificity 20%
  2 Citations (Scopus)
• 2021

  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., Antonucci, L. A., Reuf, A., Oeztuerk, O., Schmidt, A., Ciufolini, S., Harrisberger, F., Langbein, K., Gussew, A., Reichenbach, J. R., Zaytseva, Y. & Piras, F. & 11 others, DelVecchio, G., Bellani, M., Ruggeri, B., Lasalvia, A., Tordesillas Gutiérrez, D., Ortiz, V., Murray, R., Reis Marques, T., Di Forti, M., Koutsouleris, N. & Brambilla, P., 8 Apr 2021, (Accepted/In press) In: European Neuropsychopharmacology.

  Research output: Contribution to journal › Article

  Open Access

  File

  • Magnetic Resonance Imaging 100%
  • Brain 25%
  • Support Vector Machine 25%
  • Brain Areas 25%
  37 Downloads (Pure)
• 2020

  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, D. B., Jun 2020, In: European Neuropsychopharmacology. 35, p. 61-70 10 p.

  Research output: Contribution to journal › Article › peer-review

  • Learning System 100%
  • Delirium Tremens 40%
  • Withdrawal Seizure 40%
  • Judgement 20%
  • Clomethiazole 20%
  2 Citations (Scopus)

• An Investigation of Psychosis Subgroups With Prognostic Validation and Exploration of Genetic Underpinnings: The PsyCourse Study

  Dwyer, D. B., Kalman, J. L., Budde, M., Kambeitz, J., Ruef, A., Antonucci, L. A., Kambeitz-Ilankovic, L., Hasan, A., Kondofersky, I., Anderson-Schmidt, H., Gade, K., Reich-Erkelenz, D., Adorjan, K., Senner, F., Schaupp, S., Andlauer, T. F. M., Comes, A. L., Schulte, E. C., Klöhn-Saghatolislam, F. & Gryaznova, A. & 46 others, Hake, M., Bartholdi, K., Flatau-Nagel, L., Reitt, M., Quast, S., Stegmaier, S., Meyers, M., Emons, B., Haußleiter, I. S., Juckel, G., Nieratschker, V., Dannlowski, U., Yoshida, T., Schmauß, M., Zimmermann, J., Reimer, J., Wiltfang, J., Reininghaus, E., Anghelescu, I.-G., Arolt, V., Baune, B. T., Konrad, C., Thiel, A., Fallgatter, A. J., Figge, C., von Hagen, M., Koller, M., Lang, F. U., Wigand, M. E., Becker, T., Jäger, M., Dietrich, D. E., Scherk, H., Spitzer, C., Folkerts, H., Witt, S. H., Degenhardt, F., Forstner, A. J., Rietschel, M., Nöthen, M. M., Mueller, N., Papiol, S., Heilbronner, U., Falkai, P., Schulze, T. G. & Koutsouleris, N., 1 May 2020, In: JAMA Psychiatry. 77, 5, p. 523-533 11 p.

  Research output: Contribution to journal › Article › peer-review

  • Exploratory Behavior 100%
  • Psychosis 100%
  • Genetics 100%
  • Polygenic Score 75%
  • Disease 63%
  37 Citations (Scopus)

• A Pattern of Cognitive Deficits Stratified for Genetic and Environmental Risk Reliably Classifies Patients With Schizophrenia From Healthy Control Subjects

  Antonucci, L. A., 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., 15 Apr 2020, In: Biological psychiatry. 87, 8, p. 697-707 11 p.

  Research output: Contribution to journal › Article › peer-review

  • Schizophrenia 100%
  • Cognitive Deficit 100%
  • Cognitive Disorders 100%
  • Cognition 35%
  • Discrimination 14%
  35 Citations (Scopus)

• Multivariate classification of schizophrenia and its familial risk based on load-dependent attentional control brain functional connectivity

  Antonucci, L. A., Penzel, N., Pergola, G., Kambeitz-Ilankovic, L., Dwyer, D., Kambeitz, J., Haas, S. S., Passiatore, R., Fazio, L., Caforio, G., Falkai, P., Blasi, G., Bertolino, A. & Koutsouleris, N., Mar 2020, In: Neuropsychopharmacology. 45, 4, p. 613-621 9 p.

  Research output: Contribution to journal › Article › peer-review
  25 Citations (Scopus)

• 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., Castro, M. F. U., Seiger, R., Ruef, A., Dwyer, D. B., Kranz, G. S., Kloebl, M., Kambeitz, J., Kaufmann, U., Windischberger, C., Kasper, S., Falkai, P., Lanzenberger, R. & Koutsouleris, N., 14 Mar 2020, In: Cerebral Cortex. 30, 3, p. 1345-1356 12 p.

  Research output: Contribution to journal › Article › peer-review

  • Structural Magnetic Resonance Imaging 100%
  • Gray Matter 50%
  • Brain 50%
  • False Discovery Rate 50%
  25 Citations (Scopus)

• Two distinct neuroanatomical subtypes of schizophrenia revealed using machine learning

  Chand, G. B., Dwyer, D. B., Erus, G., Sotiras, A., Varol, E., Srinivasan, D., Doshi, J., Pomponio, R., Pigoni, A., Dazzan, P., Kahn, R. S., Schnack, H. G., Zanetti, M. V., Meisenzahl, E., Busatto, G. F., Crespo-Facorro, B., Pantelis, C., Wood, S. J., Zhuo, C. & Shinohara, R. T. & 8 others, Shou, H., Fan, Y., Gur, R. C., Gur, R. E., Satterthwaite, T. D., Koutsouleris, N., Wolf, D. H. & Davatzikos, C., 1 Mar 2020, In: Brain : a journal of neurology. 143, 3, p. 1027-1038 12 p.

  Research output: Contribution to journal › Article › peer-review

  • Antipsychotic 100%
  • Brain 66%
  • Basal Ganglia 66%
  • Internal Capsule 66%
  • Gray Matter Volume 66%
  167 Citations (Scopus)
• 2019

  A machine learning investigation of volumetric and functional MRI abnormalities in adults born preterm

  Shang, J., Fisher, P., Baeuml, J. G., Daannen, M., Baumann, N., Zimmer, C., Bartmann, P., Boecker, H., Wolke, D., Sorg, C., Koutsouleris, N. & Dwyer, D. B., 1 Oct 2019, In: Human Brain Mapping. 40, 14, p. 4239-4252

  Research output: Contribution to journal › Article › peer-review
  19 Citations (Scopus)

• Neurocognitive and neuroanatomical maturation in the clinical high-risk states for psychosis: A pattern recognition study

  Kambeitz-Ilankovic, L., Haas, S. S., Meisenzahl, E., Dwyer, D. B., Weiske, J., Peters, H., Moeller, H.-J., Falkai, P. & Koutsouleris, N., 2019, In: NeuroImage: Clinical. 21

  Research output: Contribution to journal › Article › peer-review
  11 Citations (Scopus)
• 2018

  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, D. B., Paolini, M., Chisholm, K., Kambeitz, J., Haidl, T., Schmidt, A., Gillam, J., Schultze-Lutter, F., Falkai, P., Reiser, M., Riecher-Rossler, A., Upthegrove, R., Hietala, J., Salokangas, R. K. R. & Pantelis, C. & 5 others, Meisenzahl, E., Wood, S. J., Beque, D., Brambilla, P. & Borgwardt, S., 26 Sept 2018, In: JAMA Psychiatry. 75, 11, p. 1156-1172

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Analysis 100%
  • Patient 100%
  • Learning 100%
  • Psychosis 100%
  • Gray Matter 25%
  246 Citations (Scopus)