Deep Learning-based detection of psychiatric attributes from German mental health records

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作者
Madan, Sumit [1 ,2 ]
Julius Zimmer, Fabian [3 ]
Balabin, Helena [1 ]
Schaaf, Sebastian [4 ]
Fröhlich, Holger [1 ,5 ]
Fluck, Juliane [6 ,7 ]
Neuner, Irene [3 ]
Mathiak, Klaus [3 ]
Hofmann-Apitius, Martin [1 ,5 ]
Sarkheil, Pegah [3 ,8 ]
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[1] Department of Bioinformatics, Fraunhofer Institute for Algorithms and Scientific Computing SCAI, Schloss Birlinghoven, Sankt Augustin,53757, Germany
[2] Institute of Computer Science, University of Bonn, Bonn,53113, Germany
[3] Department of Psychiatry, Psychotherapy and Psychosomatics, Faculty of Medicine, RWTH Aachen, Pauwelsstraße 30, Aachen,52074, Germany
[4] HPC and Scientific Computing, German Center for Neurodegenerative Diseases (DZNE), Bonn,53127, Germany
[5] Bonn-Aachen International Center for Information Technology (B-IT), University of Bonn, Bonn,53113, Germany
[6] Knowledge Management, ZB MED – Information Centre for Life Sciences, Cologne,50931, Germany
[7] The Agricultural Faculty, University of Bonn, Bonn,53115, Germany
[8] Department of Psychiatry and Psychotherapy, University of Münster, Münster,48149, Germany
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