Emanuel Schwarz

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 24

Top Topics

Attention Deficit Hyperactivity Disorder

Machine Learning

Dna Methylation

Top Venues

Molecular psychiatry

Translational psychiatry

Communications biology

Briefings in bioinformatics

This page only lists publications with an associated author ORCID identifier.

Publications

Shunjie Zhang, Pan Li, Shenghan Wang, Jijun Zhu, Zhongting Huang, Fuqiang Cai, Sebastian Freidel, Fei Ling, Emanuel Schwarz, Junfang Chen
BioM2: biologically informed multi-stage machine learning for phenotype prediction using omics data. Briefings in bioinformatics 25 (5) (2024)
Sebastian Freidel, Emanuel Schwarz
Knowledge graphs in psychiatric research: Potential applications and future perspectives. Acta psychiatrica Scandinavica (2024)
Thomas P Quinn, Jonathan L Hess, Victoria S Marshe, Michelle M Barnett, Anne-Christin Hauschild, Malgorzata Maciukiewicz, Samar S M Elsheikh, Xiaoyu Men, Emanuel Schwarz, Yannis J Trakadis, Michael S Breen, Eric J Barnett, Yanli Zhang-James, Mehmet Eren Ahsen, Han Cao, Junfang Chen, Jiahui Hou, Asif Salekin, Ping-I Lin, Kristin K Nicodemus, Andreas Meyer-Lindenberg, Isabelle Bichindaritz, Stephen V Faraone, Murray J Cairns, Gaurav Pandey, Daniel J Mueller, Stephen J Glatt, null null
A primer on the use of machine learning to distil knowledge from data in biological psychiatry. Molecular psychiatry 29 (2) (2024)
Mark Sen Dong, Jaroslav Rokicki, Dominic B Dwyer, Sergi Papiol, Fabian Streit, Marcella D C Rietschel, Thomas Wobrock, Bertram Müller-Myhsok, Peter Falkai, Lars Tjelta Westlye, Ole Andreas Andreassen, Lena Palaniyappan, Thomas Schneider-Axmann, Alkomiet Hasan, Emanuel Schwarz, Nikolaos Koutsouleris
Multimodal workflows optimally predict response to repetitive transcranial magnetic stimulation in patients with schizophrenia: a multisite machine learning analysis. Translational psychiatry 14 (1) (2024)
Shunjie Zhang, Pan Li, Shenghan Wang, Jijun Zhu, Zhongting Huang, Fuqiang Cai, Sebastian Freidel, Fei Ling, Emanuel Schwarz, Junfang Chen
BioM2: biologically informed multi-stage machine learning for phenotype prediction using omics data. Briefings in bioinformatics 25 (5) (2024)
Thomas P Quinn, Jonathan L Hess, Victoria S Marshe, Michelle M Barnett, Anne-Christin Hauschild, Malgorzata Maciukiewicz, Samar S M Elsheikh, Xiaoyu Men, Emanuel Schwarz, Yannis J Trakadis, Michael S Breen, Eric J Barnett, Yanli Zhang-James, Mehmet Eren Ahsen, Han Cao, Junfang Chen, Jiahui Hou, Asif Salekin, Ping-I Lin, Kristin K Nicodemus, Andreas Meyer-Lindenberg, Isabelle Bichindaritz, Stephen V Faraone, Murray J Cairns, Gaurav Pandey, Daniel J Mueller, Stephen J Glatt, null null
A primer on the use of machine learning to distil knowledge from data in biological psychiatry. Molecular psychiatry 29 (2) (2024)
Thomas P Quinn, Jonathan L Hess, Victoria S Marshe, Michelle M Barnett, Anne-Christin Hauschild, Malgorzata Maciukiewicz, Samar S M Elsheikh, Xiaoyu Men, Emanuel Schwarz, Yannis J Trakadis, Michael S Breen, Eric J Barnett, Yanli Zhang-James, Mehmet Eren Ahsen, Han Cao, Junfang Chen, Jiahui Hou, Asif Salekin, Ping-I Lin, Kristin K Nicodemus, Andreas Meyer-Lindenberg, Isabelle Bichindaritz, Stephen V Faraone, Murray J Cairns, Gaurav Pandey, Daniel J Mueller, Stephen J Glatt, null null
A primer on the use of machine learning to distil knowledge from data in biological psychiatry. Molecular psychiatry 29 (2) (2024)
Mark Sen Dong, Jaroslav Rokicki, Dominic B Dwyer, Sergi Papiol, Fabian Streit, Marcella D C Rietschel, Thomas Wobrock, Bertram Müller-Myhsok, Peter Falkai, Lars Tjelta Westlye, Ole Andreas Andreassen, Lena Palaniyappan, Thomas Schneider-Axmann, Alkomiet Hasan, Emanuel Schwarz, Nikolaos Koutsouleris
Multimodal workflows optimally predict response to repetitive transcranial magnetic stimulation in patients with schizophrenia: a multisite machine learning analysis. Translational psychiatry 14 (1) (2024)
Alina M Sartorius, Jaroslav Rokicki, Siri Birkeland, Francesco Bettella, Claudia Barth, Ann-Marie G de Lange, Marit Haram, Alexey Shadrin, Adriano Winterton, Niels Eiel Steen, Emanuel Schwarz, Dan J Stein, Ole Andreas Andreassen, Dennis van der Meer, Lars Tjelta Westlye, Constantina Theofanopoulou, Daniel S Quintana
An evolutionary timeline of the oxytocin signaling pathway. Communications biology 7 (1) (2024)
Shunjie Zhang, Pan Li, Shenghan Wang, Jijun Zhu, Zhongting Huang, Fuqiang Cai, Sebastian Freidel, Fei Ling, Emanuel Schwarz, Junfang Chen
BioM2: biologically informed multi-stage machine learning for phenotype prediction using omics data. Briefings in bioinformatics 25 (5) (2024)
Mark Sen Dong, Jaroslav Rokicki, Dominic B Dwyer, Sergi Papiol, Fabian Streit, Marcella D C Rietschel, Thomas Wobrock, Bertram Müller-Myhsok, Peter Falkai, Lars Tjelta Westlye, Ole Andreas Andreassen, Lena Palaniyappan, Thomas Schneider-Axmann, Alkomiet Hasan, Emanuel Schwarz, Nikolaos Koutsouleris
Multimodal workflows optimally predict response to repetitive transcranial magnetic stimulation in patients with schizophrenia: a multisite machine learning analysis. Translational psychiatry 14 (1) (2024)
Sivanesan Rajan, Emanuel Schwarz
Network-based artificial intelligence approaches for advancing personalized psychiatry. American journal of medical genetics. Part B, Neuropsychiatric genetics : the official publication of the International Society of Psychiatric Genetics (2024)
Thomas P Quinn, Jonathan L Hess, Victoria S Marshe, Michelle M Barnett, Anne-Christin Hauschild, Malgorzata Maciukiewicz, Samar S M Elsheikh, Xiaoyu Men, Emanuel Schwarz, Yannis J Trakadis, Michael S Breen, Eric J Barnett, Yanli Zhang-James, Mehmet Eren Ahsen, Han Cao, Junfang Chen, Jiahui Hou, Asif Salekin, Ping-I Lin, Kristin K Nicodemus, Andreas Meyer-Lindenberg, Isabelle Bichindaritz, Stephen V Faraone, Murray J Cairns, Gaurav Pandey, Daniel J Mueller, Stephen J Glatt, null null
A primer on the use of machine learning to distil knowledge from data in biological psychiatry. Molecular psychiatry 29 (2) (2024)
Alina M Sartorius, Jaroslav Rokicki, Siri Birkeland, Francesco Bettella, Claudia Barth, Ann-Marie G de Lange, Marit Haram, Alexey Shadrin, Adriano Winterton, Niels Eiel Steen, Emanuel Schwarz, Dan J Stein, Ole Andreas Andreassen, Dennis van der Meer, Lars Tjelta Westlye, Constantina Theofanopoulou, Daniel S Quintana
An evolutionary timeline of the oxytocin signaling pathway. Communications biology 7 (1) (2024)
Mark Sen Dong, Jaroslav Rokicki, Dominic B Dwyer, Sergi Papiol, Fabian Streit, Marcella D C Rietschel, Thomas Wobrock, Bertram Müller-Myhsok, Peter Falkai, Lars Tjelta Westlye, Ole Andreas Andreassen, Lena Palaniyappan, Thomas Schneider-Axmann, Alkomiet Hasan, Emanuel Schwarz, Nikolaos Koutsouleris
Multimodal workflows optimally predict response to repetitive transcranial magnetic stimulation in patients with schizophrenia: a multisite machine learning analysis. Translational psychiatry 14 (1) (2024)
Alina M Sartorius, Jaroslav Rokicki, Siri Birkeland, Francesco Bettella, Claudia Barth, Ann-Marie G de Lange, Marit Haram, Alexey Shadrin, Adriano Winterton, Niels Eiel Steen, Emanuel Schwarz, Dan J Stein, Ole Andreas Andreassen, Dennis van der Meer, Lars Tjelta Westlye, Constantina Theofanopoulou, Daniel S Quintana
An evolutionary timeline of the oxytocin signaling pathway. Communications biology 7 (1) (2024)
Thomas P Quinn, Jonathan L Hess, Victoria S Marshe, Michelle M Barnett, Anne-Christin Hauschild, Malgorzata Maciukiewicz, Samar S M Elsheikh, Xiaoyu Men, Emanuel Schwarz, Yannis J Trakadis, Michael S Breen, Eric J Barnett, Yanli Zhang-James, Mehmet Eren Ahsen, Han Cao, Junfang Chen, Jiahui Hou, Asif Salekin, Ping-I Lin, Kristin K Nicodemus, Andreas Meyer-Lindenberg, Isabelle Bichindaritz, Stephen V Faraone, Murray J Cairns, Gaurav Pandey, Daniel J Mueller, Stephen J Glatt, null null
A primer on the use of machine learning to distil knowledge from data in biological psychiatry. Molecular psychiatry (2024)
Alina M Sartorius, Jaroslav Rokicki, Siri Birkeland, Francesco Bettella, Claudia Barth, Ann-Marie G de Lange, Marit Haram, Alexey Shadrin, Adriano Winterton, Niels Eiel Steen, Emanuel Schwarz, Dan J Stein, Ole Andreas Andreassen, Dennis van der Meer, Lars Tjelta Westlye, Constantina Theofanopoulou, Daniel S Quintana
An evolutionary timeline of the oxytocin signaling pathway. Communications biology 7 (1) (2024)
Thomas P Quinn, Jonathan L Hess, Victoria S Marshe, Michelle M Barnett, Anne-Christin Hauschild, Malgorzata Maciukiewicz, Samar S M Elsheikh, Xiaoyu Men, Emanuel Schwarz, Yannis J Trakadis, Michael S Breen, Eric J Barnett, Yanli Zhang-James, Mehmet Eren Ahsen, Han Cao, Junfang Chen, Jiahui Hou, Asif Salekin, Ping-I Lin, Kristin K Nicodemus, Andreas Meyer-Lindenberg, Isabelle Bichindaritz, Stephen V Faraone, Murray J Cairns, Gaurav Pandey, Daniel J Mueller, Stephen J Glatt, null null
A primer on the use of machine learning to distil knowledge from data in biological psychiatry. Molecular psychiatry 29 (2) (2024)
Aet O'Leary, Noèlia Fernàndez-Castillo, Gabriela Gan, Yunbo Yang, Anna Y Yotova, Thorsten M Kranz, Lena Grünewald, Florian Freudenberg, Ester Antón-Galindo, Judit Cabana-Domínguez, Anais Harneit, Janina I Schweiger, Kristina Schwarz, Ren Ma, Junfang Chen, Emanuel Schwarz, Marcella D C Rietschel, Heike Tost, Andreas Meyer-Lindenberg, Christiane A Pané-Farré, Tilo Kircher, Alfons O Hamm, Demian Burguera, Nina Roth Mota, Barbara Franke, Susann Schweiger, Jennifer Winter, Andreas Heinz, Susanne Erk, Nina Romanczuk-Seiferth, Henrik Walter, Andreas Ströhle, Lydia Fehm, Thomas Fydrich, Ulrike Lueken, Heike Weber, Thomas Lang, Alexander Leopold Gerlach, Markus M Nöthen, Georg W Alpers, Volker Arolt, Stephanie-H Witt, Jan Richter, Benjamin Straube, Bru Cormand, David A Slattery, Andreas Reif
Behavioural and functional evidence revealing the role of RBFOX1 variation in multiple psychiatric disorders and traits. Molecular psychiatry (2022)
Jaroslav Rokicki, Tobias Kaufmann, Ann-Marie G de Lange, Dennis van der Meer, Shahram Bahrami, Alina M Sartorius, Unn K Haukvik, Niels Eiel Steen, Emanuel Schwarz, Dan J Stein, Terje Nærland, Ole Andreas Andreassen, Lars Tjelta Westlye, Daniel S Quintana
Oxytocin receptor expression patterns in the human brain across development. Neuropsychopharmacology : official publication of the American College of Neuropsychopharmacology 47 (8) (2022)
Urs Braun, Anais Harneit, Giulio Pergola, Tommaso Menara, Axel Schäfer, Richard F Betzel, Zhenxiang Zang, Janina I Schweiger, Xiaolong Zhang, Kristina Schwarz, Junfang Chen, Giuseppe Blasi, Alessandro Bertolino, Daniel Durstewitz, Fabio Pasqualetti, Emanuel Schwarz, Andreas Meyer-Lindenberg, Danielle S Bassett, Heike Tost
Brain network dynamics during working memory are modulated by dopamine and diminished in schizophrenia. Nature communications 12 (1) (2021)
Emanuel Schwarz, Dag Alnaes, Ole A Andreassen, Han Cao, Junfang Chen, Franziska Degenhardt, Daria Doncevic, Dominic Dwyer, Roland Eils, Jeanette Erdmann, Carl Herrmann, Martin Hofmann-Apitius, Tobias Kaufmann, Nikolaos Koutsouleris, Alpha T Kodamullil, Adyasha Khuntia, Sören Mucha, Markus M Nöthen, Riya Paul, Mads L Pedersen, Andres Quintero, Heribert Schunkert, Ashwini Kumar Sharma, Heike Tost, Lars Tjelta Westlye, Youcheng Zhang, Andreas Meyer-Lindenberg
Identifying multimodal signatures underlying the somatic comorbidity of psychosis: the COMMITMENT roadmap. Molecular psychiatry 26 (3) (2020)
Emanuel Schwarz
A gene-based review of RGS4 as a putative risk gene for psychiatric illness. American journal of medical genetics. Part B, Neuropsychiatric genetics : the official publication of the International Society of Psychiatric Genetics 177 (2) (2017)