Publications of Nikolaos Koutsouleris
All genres
Journal Article (43)
2022
Journal Article
22 (1), 181 (2022)
Creating sparser prediction models of treatment outcome in depression: a proof-of-concept study using simultaneous feature selection and hyperparameter tuning. BMC MEDICAL INFORMATICS AND DECISION MAKING 2021
Journal Article
The clinical relevance of formal thought disorder in the early stages of psychosis: results from the PRONIA study. EUROPEAN ARCHIVES OF PSYCHIATRY AND CLINICAL NEUROSCIENCE (2021)
Journal Article
Association between formal thought disorders, neurocognition and functioning in the early stages of psychosis: a systematic review of the last half-century studies. EUROPEAN ARCHIVES OF PSYCHIATRY AND CLINICAL NEUROSCIENCE (2021)
Journal Article
219 (6), PII S0007125021001021, pp. 659 - 669 (2021)
Characterisation of age and polarity at onset in bipolar disorder. BRITISH JOURNAL OF PSYCHIATRY
Journal Article
7 (1), 40 (2021)
Multivariate pattern analysis of brain structure predicts functional outcome after auditory-based cognitive training interventions. NPJ SCHIZOPHRENIA
Journal Article
78 (2), pp. 195 - 209 (2021)
Multimodal Machine Learning Workflows for Prediction of Psychosis in Patients With Clinical High-Risk Syndromes and Recent-Onset Depression. JAMA PSYCHIATRY
Journal Article
78 (2), pp. 195 - 209 (2021)
Multimodal Machine Learning Workflows for Prediction of Psychosis in Patients With Clinical High-Risk Syndromes and Recent-Onset Depression. JAMA PSYCHIATRY
Journal Article
90 (9), pp. 632 - 642 (2021)
Toward Generalizable and Transdiagnostic Tools for Psychosis Prediction: An Independent Validation and Improvement of the NAPLS-2 Risk Calculator in the Multisite PRONIA Cohort. BIOLOGICAL PSYCHIATRY
Journal Article
7 (1), 32 (2021)
The progression of disorder-specific brain pattern expression in schizophrenia over 9 years. NPJ SCHIZOPHRENIA
Journal Article
341, 113713 (2021)
The intervention, the patient and the illness-Personalizing non-invasive brain stimulation in psychiatry. EXPERIMENTAL NEUROLOGY
Journal Article
46 (8), pp. 1484 - 1493 (2021)
Association between age of cannabis initiation and gray matter covariance networks in recent onset psychosis. NEUROPSYCHOPHARMACOLOGY
Journal Article
Detailed clinical phenotyping and generalisability in prognostic models of functioning in at-risk populations. BRITISH JOURNAL OF PSYCHIATRY, PII S0007125021001410 (2021)
Journal Article
125, pp. 478 - 492 (2021)
Towards clinical application of prediction models for transition to psychosis: A systematic review and external validation study in the PRONIA sample. NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS
Journal Article
Novel Gyrification Networks Reveal Links with Psychiatric Risk Factors in Early Illness. CEREBRAL CORTEX (2021)
Journal Article
89 (9), pp. 845 - 846 (2021)
Promises and Pitfalls of the New Era of Computational Behavioral Neuroscience. BIOLOGICAL PSYCHIATRY
Journal Article
26 (3), pp. 722 - 724 (2021)
Identifying multimodal signatures underlying the somatic comorbidity of psychosis: the COMMITMENT roadmap. MOLECULAR PSYCHIATRY
Journal Article
26 (3), pp. 722 - 724 (2021)
Identifying multimodal signatures underlying the somatic comorbidity of psychosis: the COMMITMENT roadmap. MOLECULAR PSYCHIATRY
Journal Article
46 (8), pp. 1475 - 1483 (2021)
Cognitive subtypes in recent onset psychosis: distinct neurobiological fingerprints? NEUROPSYCHOPHARMACOLOGY 2020
Journal Article
6 (1), 40 (2020)
General psychopathology links burden of recent life events and psychotic symptoms in a network approach. NPJ SCHIZOPHRENIA
Journal Article
77 (5), pp. 523 - 533 (2020)
An Investigation of Psychosis Subgroups With Prognostic Validation and Exploration of Genetic Underpinnings The PsyCourse Study. JAMA PSYCHIATRY