Training a machine learning classifier to identify ADHD based on real-world clinical data from medical records
Mikolas, Pavol, Vahid, Amirali, Bernardoni, Fabio, Süß, Mathilde, Martini, Julia, Beste, Christian, Bluschke, Annet
Published in Scientific reports (28.07.2022)
Published in Scientific reports (28.07.2022)
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Journal Article
Machine learning classification of first-episode schizophrenia spectrum disorders and controls using whole brain white matter fractional anisotropy
Mikolas, Pavol, Hlinka, Jaroslav, Skoch, Antonin, Pitra, Zbynek, Frodl, Thomas, Spaniel, Filip, Hajek, Tomas
Published in BMC psychiatry (10.04.2018)
Published in BMC psychiatry (10.04.2018)
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Journal Article
Individuals at increased risk for development of bipolar disorder display structural alterations similar to people with manifest disease
Mikolas, Pavol, Bröckel, Kyra, Vogelbacher, Christoph, Müller, Dirk K, Marxen, Michael, Berndt, Christina, Sauer, Cathrin, Jung, Stine, Fröhner, Juliane Hilde, Fallgatter, Andreas J, Ethofer, Thomas, Rau, Anne, Kircher, Tilo, Falkenberg, Irina, Lambert, Martin, Kraft, Vivien, Leopold, Karolina, Bechdolf, Andreas, Reif, Andreas, Matura, Silke, Stamm, Thomas, Bermpohl, Felix, Fiebig, Jana, Juckel, Georg, Flasbeck, Vera, Correll, Christoph U, Ritter, Philipp, Bauer, Michael, Jansen, Andreas, Pfennig, Andrea
Published in Translational psychiatry (20.09.2021)
Published in Translational psychiatry (20.09.2021)
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Journal Article
Altered Neural Correlate of the Self-Agency Experience in First-Episode Schizophrenia-Spectrum Patients: An fMRI Study
Spaniel, Filip, Tintera, Jaroslav, Rydlo, Jan, Ibrahim, Ibrahim, Kasparek, Tomas, Horacek, Jiri, Zaytseva, Yuliya, Matejka, Martin, Fialova, Marketa, Slovakova, Andrea, Mikolas, Pavol, Melicher, Tomas, Görnerova, Natalie, Höschl, Cyril, Hajek, Tomas
Published in Schizophrenia bulletin (01.07.2016)
Published in Schizophrenia bulletin (01.07.2016)
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Journal Article
GEI-8, a homologue of vertebrate nuclear receptor corepressor NCoR/SMRT, regulates gonad development and neuronal functions in Caenorhabditis elegans
Mikoláš, Pavol, Kollárová, Johana, Sebková, Kateřina, Saudek, Vladimír, Yilma, Petr, Kostrouchová, Markéta, Krause, Michael W, Kostrouch, Zdenek, Kostrouchová, Marta
Published in PloS one (06.03.2013)
Published in PloS one (06.03.2013)
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Journal Article
Sad mood induction has an opposite effect on amygdala response to emotional stimuli in euthymic patients with bipolar disorder and healthy controls
Horacek, Jiri, MD, PhD, Mikolas, Pavol, MD, Novak, Tomas, MD, PhD, Palenicek, Tomas, MD, PhD, Brunovsky, Martin, MD, PhD, Höschl, Cyril, MD, DrSc, Alda, Martin, MD, Tintera, Jaroslav, CSc
Published in Journal of psychiatry & neuroscience (01.03.2015)
Published in Journal of psychiatry & neuroscience (01.03.2015)
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Journal Article
Machine Learning Prediction of Estimated Risk for Bipolar Disorders Using Hippocampal Subfield and Amygdala Nuclei Volumes
Huth, Fabian, Tozzi, Leonardo, Marxen, Michael, Riedel, Philipp, Bröckel, Kyra, Martini, Julia, Berndt, Christina, Sauer, Cathrin, Vogelbacher, Christoph, Jansen, Andreas, Kircher, Tilo, Falkenberg, Irina, Thomas-Odenthal, Florian, Lambert, Martin, Kraft, Vivien, Leicht, Gregor, Mulert, Christoph, Fallgatter, Andreas J, Ethofer, Thomas, Rau, Anne, Leopold, Karolina, Bechdolf, Andreas, Reif, Andreas, Matura, Silke, Biere, Silvia, Bermpohl, Felix, Fiebig, Jana, Stamm, Thomas, Correll, Christoph U, Juckel, Georg, Flasbeck, Vera, Ritter, Philipp, Bauer, Michael, Pfennig, Andrea, Mikolas, Pavol
Published in Brain sciences (27.05.2023)
Published in Brain sciences (27.05.2023)
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Journal Article
A virtual reality task based on animal research - spatial learning and memory in patients after the first episode of schizophrenia
Fajnerová, Iveta, Rodriguez, Mabel, Levčík, David, Konrádová, Lucie, Mikoláš, Pavol, Brom, Cyril, Stuchlík, Aleš, Vlček, Kamil, Horáček, Jiří
Published in Frontiers in behavioral neuroscience (27.05.2014)
Published in Frontiers in behavioral neuroscience (27.05.2014)
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Journal Article
Analysis of fMRI time-series by entropy measures
Mikoláš, Pavol, Vyhnánek, Jan, Škoch, Antonín, Horáček, Jiří
Published in Neuro-endocrinology letters (2012)
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Published in Neuro-endocrinology letters (2012)
Journal Article
Prediction of estimated risk for bipolar disorder using machine learning and structural MRI features
Mikolas, Pavol, Marxen, Michael, Riedel, Philipp, Bröckel, Kyra, Martini, Julia, Huth, Fabian, Berndt, Christina, Vogelbacher, Christoph, Jansen, Andreas, Kircher, Tilo, Falkenberg, Irina, Lambert, Martin, Kraft, Vivien, Leicht, Gregor, Mulert, Christoph, Fallgatter, Andreas J, Ethofer, Thomas, Rau, Anne, Leopold, Karolina, Bechdolf, Andreas, Reif, Andreas, Matura, Silke, Bermpohl, Felix, Fiebig, Jana, Stamm, Thomas, Correll, Christoph U, Juckel, Georg, Flasbeck, Vera, Ritter, Philipp, Bauer, Michael, Pfennig, Andrea
Published in Psychological medicine (01.01.2024)
Published in Psychological medicine (01.01.2024)
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Journal Article
623. Classification of First-Episode Schizophrenia Spectrum Disorders and Controls from Whole Brain White Matter Fractional Anisotropy Using Machine Learning
Mikolas, Pavol, Hlinka, Jaroslav, Pitra, Zbynek, Skoch, Antonin, Frodl, Thomas, Spaniel, Filip, Hajek, Tomas
Published in Biological psychiatry (1969) (15.05.2017)
Published in Biological psychiatry (1969) (15.05.2017)
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Journal Article
Larger putamen in individuals at risk and with manifest bipolar disorder
Thomas-Odenthal, Florian, Stein, Frederike, Vogelbacher, Christoph, Alexander, Nina, Bechdolf, Andreas, Bermpohl, Felix, Bröckel, Kyra, Brosch, Katharina, Correll, Christoph U, Evermann, Ulrika, Falkenberg, Irina, Fallgatter, Andreas, Flinkenflügel, Kira, Grotegerd, Dominik, Hahn, Tim, Hautzinger, Martin, Jansen, Andreas, Juckel, Georg, Krug, Axel, Lambert, Martin, Leicht, Gregor, Leopold, Karolina, Meinert, Susanne, Mikolas, Pavol, Mulert, Christoph, Nenadić, Igor, Pfarr, Julia-Katharina, Reif, Andreas, Ringwald, Kai, Ritter, Philipp, Stamm, Thomas, Straube, Benjamin, Teutenberg, Lea, Thiel, Katharina, Usemann, Paula, Winter, Alexandra, Wroblewski, Adrian, Dannlowski, Udo, Bauer, Michael, Pfennig, Andrea, Kircher, Tilo
Published in Psychological medicine (27.05.2024)
Published in Psychological medicine (27.05.2024)
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Journal Article
Young people at risk for developing bipolar disorder: Two-year findings from the multicenter prospective, naturalistic Early-BipoLife study
Martini, Julia, Bröckel, Kyra Luisa, Leopold, Karolina, Berndt, Christina, Sauer, Cathrin, Maicher, Birgit, Juckel, Georg, Krüger-Özgürdal, Seza, Fallgatter, Andreas J, Lambert, Martin, Bechdolf, Andreas, Reif, Andreas, Matura, Silke, Biere, Silvia, Kittel-Schneider, Sarah, Stamm, Thomas, Bermpohl, Felix, Kircher, Tilo, Falkenberg, Irina, Jansen, Andreas, Dannlowski, Udo, Correll, Christoph U, Fusar-Poli, Paolo, Hempel, Lisa Marie, Mikolas, Pavol, Ritter, Philipp, Bauer, Michael, Pfennig, Andrea
Published in European neuropsychopharmacology (01.01.2024)
Published in European neuropsychopharmacology (01.01.2024)
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Journal Article
Classification of First-Episode Schizophrenia Spectrum Disorders and Controls from Whole Brain White Matter Fractional Anisotropy Using Machine Learning
Mikolas, Pavol, Hlinka, Jaroslav, Pitra, Zbynek, Skoch, Antonin, Frodl, Thomas, Spaniel, Filip, Hajek, Tomas
Published in Biological psychiatry (1969) (2017)
Published in Biological psychiatry (1969) (2017)
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Journal Article
Sad mood induction has an opposite effect on amygdala response to emotional stimuli in euthymic patients with bipolar disorder and healthy controls
Horacek, Jiri, Mikolas, Pavol, Tintera, Jaroslav, Novak, Tomas, Palenicek, Tomas, Brunovsky, Martin, Höschl, Cyril, Alda, Martin
Published in Journal of psychiatry & neuroscience (16.12.2014)
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Published in Journal of psychiatry & neuroscience (16.12.2014)
Journal Article
Virtual spatial navigation tests based on animal research: Spatial cognition deficit in first episodes of schizophrenia
Fajnerová, Iveta, Vlček, Kamil, Brom, Cyril, Dvorská, Karolína, Levčík, David, Konrádová, Lucie, Mikoláš, Pavol, Ungrmanová, Martina, Bída, Michal, Blahna, Karel, Španiel, Filip, Stuchlík, Aleš, Horáček, Jiří, Rodriguez, Mabel
Published in Journal of alternative medicine research (01.04.2017)
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Published in Journal of alternative medicine research (01.04.2017)
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