Comparative analysis of machine learning algorithms for multi-syndrome classification of neurodegenerative syndromes.
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| Title: | Comparative analysis of machine learning algorithms for multi-syndrome classification of neurodegenerative syndromes. |
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| Authors: | Lampe L; AICURA Medical GmbH, Berlin, Germany. leonie.lampe@aicura-medical.com.; Clinic for Cognitive Neurology, University Clinic Leipzig, Leipzig, Germany. leonie.lampe@aicura-medical.com.; Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany. leonie.lampe@aicura-medical.com., Niehaus S; AICURA Medical GmbH, Berlin, Germany.; Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany.; Carl Gustav Carus Faculty of Medicine, Institute for Medical Informatics and Biometry, TU Dresden, Dresden, Germany., Huppertz HJ; Swiss Epilepsy Clinic, Klinik Lengg, Zurich, Switzerland., Merola A; AICURA Medical GmbH, Berlin, Germany., Reinelt J; AICURA Medical GmbH, Berlin, Germany., Mueller K; Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany., Anderl-Straub S; Department of Neurology, University of Ulm, Ulm, Germany., Fassbender K; Department of Neurology, Saarland University, Homburg, Germany., Fliessbach K; Clinic for Neurodegenerative Diseases and Geriatric Psychiatry, German Center for Neurodegenerative Diseases (DZNE), University of Bonn, Bonn, Germany., Jahn H; Clinic for Psychiatry and Psychotherapy, University Hospital Hamburg-Eppendorf, Hamburg, Germany., Kornhuber J; Department of Psychiatry and Psychotherapy, Friedrich-Alexander-University of Erlangen-Nuremberg, Erlangen, Germany., Lauer M; Department of Psychiatry and Psychotherapy, University Wuerzburg, Würzburg, Germany., Prudlo J; Department of Neurology, DZNE, University of Rostock, Rostock, Germany., Schneider A; Clinic for Neurodegenerative Diseases and Geriatric Psychiatry, German Center for Neurodegenerative Diseases (DZNE), University of Bonn, Bonn, Germany., Synofzik M; Department of Neurodegenerative Diseases, Centre for Neurology & Hertie-Institute for Clinical Brain Research, University of Tuebingen, Tübingen, Germany.; DZNE, Tübingen, Germany., Danek A; Department of Neurology, Ludwig-Maximilians-Universität München, Munich, Germany., Diehl-Schmid J; Department of Psychiatry and Psychotherapy, Technical University of Munich, Munich, Germany., Otto M; Department of Neurology, University of Ulm, Ulm, Germany., Villringer A; Clinic for Cognitive Neurology, University Clinic Leipzig, Leipzig, Germany.; Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany., Egger K; Department of Neuroradiology, University Hospital of Freiburg, Freiburg, Germany., Hattingen E; Department of Neuroradiology, University Hospital of Frankfurt, Frankfurt, Germany., Hilker-Roggendorf R; Department of Neurology, Klinikum Vest, Recklinghausen, Germany., Schnitzler A; Institute of Clinical Neurosciences and Medical Psychology, Heinrich Heine University of Düsseldorf, Düsseldorf, Germany., Südmeyer M; Institute of Clinical Neurosciences and Medical Psychology, Heinrich Heine University of Düsseldorf, Düsseldorf, Germany.; Department of Neurology, Ernst von Bergmann Klinikum, Potsdam, Germany., Oertel W; Department of Neurology, Philips-University Marburg, Marburg, Germany., Kassubek J; Department of Neurology, University of Ulm, Ulm, Germany., Höglinger G; Department of Neurology, Technical University of Munich, Munich, Germany.; German Center for Neurodegenerative Diseases, Munich, Germany., Schroeter ML; Clinic for Cognitive Neurology, University Clinic Leipzig, Leipzig, Germany. schroet@cbs.mpg.de.; Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany. schroet@cbs.mpg.de. |
| Corporate Authors: | FTLD-Consortium Germany, German Atypical Parkinson Consortium Study Group |
| Source: | Alzheimer's research & therapy [Alzheimers Res Ther] 2022 May 03; Vol. 14 (1), pp. 62. Date of Electronic Publication: 2022 May 03. |
| Publication Type: | Journal Article; Research Support, Non-U.S. Gov't |
| Journal Info: | Publisher: BioMed Central Ltd Country of Publication: England NLM ID: 101511643 Publication Model: Electronic Cited Medium: Internet ISSN: 1758-9193 (Electronic) NLM ISO Abbreviation: Alzheimers Res Ther Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
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| ISSN: | 1758-9193 |
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| DOI: | 10.1186/s13195-022-00983-z |
