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Machine learning-based classification of Alzheimer's disease and its at-risk states using personality traits, anxiety, and depression.
Waschkies, Konrad F; Soch, Joram; Darna, Margarita; Richter, Anni; Altenstein, Slawek; Beyle, Aline; Brosseron, Frederic; Buchholz, Friederike; Butryn, Michaela; Dobisch, Laura; Ewers, Michael; Fliessbach, Klaus; Gabelin, Tatjana; Glanz, Wenzel; Goerss, Doreen; Gref, Daria; Janowitz, Daniel; Kilimann, Ingo; Lohse, Andrea; Munk, Matthias H; Rauchmann, Boris-Stephan; Rostamzadeh, Ayda; Roy, Nina; Spruth, Eike Jakob; Dechent, Peter; Heneka, Michael T; Hetzer, Stefan; Ramirez, Alfredo; Scheffler, Klaus; Buerger, Katharina; Laske, Christoph; Perneczky, Robert; Peters, Oliver; Priller, Josef; Schneider, Anja; Spottke, Annika; Teipel, Stefan; Düzel, Emrah; Jessen, Frank; Wiltfang, Jens; Schott, Björn H; Kizilirmak, Jasmin M.
Affiliation
  • Waschkies KF; German Center for Neurodegenerative Diseases (DZNE), Göttingen, Germany.
  • Soch J; Department of Psychiatry and Psychotherapy, University Medical Center Göttingen, Göttingen, Germany.
  • Darna M; German Center for Neurodegenerative Diseases (DZNE), Göttingen, Germany.
  • Richter A; Bernstein Center for Computational Neuroscience, Berlin, Germany.
  • Altenstein S; German Center for Neurodegenerative Diseases (DZNE), Göttingen, Germany.
  • Beyle A; Leibniz Institute for Neurobiology, Magdeburg, Germany.
  • Brosseron F; Leibniz Institute for Neurobiology, Magdeburg, Germany.
  • Buchholz F; German Center for Mental Health (DZPG), Munich, Germany.
  • Butryn M; Center for Intervention and Research on Adaptive and Maladaptive Brain Circuits Underlying Mental Health (C-I-R-C), Jena-Magdeburg-Halle, Germany.
  • Dobisch L; German Center for Neurodegenerative Diseases (DZNE), Berlin, Germany.
  • Ewers M; Department of Psychiatry and Psychotherapy, Charité, Berlin, Germany.
  • Fliessbach K; German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany.
  • Gabelin T; Department of Neurology, University of Bonn, Bonn, Germany.
  • Glanz W; German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany.
  • Goerss D; German Center for Neurodegenerative Diseases (DZNE), Berlin, Germany.
  • Gref D; Charité-Universitätsmedizin Berlin, Freie Universität Berlin and Humboldt-Universität zu Berlin-Institute of Psychiatry and Psychotherapy, Berlin, Germany.
  • Janowitz D; German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany.
  • Kilimann I; Institute of Cognitive Neurology and Dementia Research (IKND), Otto-von-Guericke University, Magdeburg, Germany.
  • Lohse A; German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany.
  • Munk MH; German Center for Neurodegenerative Diseases (DZNE), Munich, Germany.
  • Rauchmann BS; Institute for Stroke and Dementia Research (ISD), University Hospital, LMU Munich, Munich, Germany.
  • Rostamzadeh A; German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany.
  • Roy N; University of Bonn Medical Center, Department of Neurodegenerative Disease and Geriatric Psychiatry/Psychiatry, Bonn, Germany.
  • Spruth EJ; Charité-Universitätsmedizin Berlin, Freie Universität Berlin and Humboldt-Universität zu Berlin-Institute of Psychiatry and Psychotherapy, Berlin, Germany.
  • Dechent P; German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany.
  • Heneka MT; Institute of Cognitive Neurology and Dementia Research (IKND), Otto-von-Guericke University, Magdeburg, Germany.
  • Hetzer S; German Center for Neurodegenerative Diseases (DZNE), Rostock, Germany.
  • Ramirez A; Department of Psychosomatic Medicine, Rostock University Medical Center, Rostock, Germany.
  • Scheffler K; Charité-Universitätsmedizin Berlin, Freie Universität Berlin and Humboldt-Universität zu Berlin-Institute of Psychiatry and Psychotherapy, Berlin, Germany.
  • Buerger K; Institute for Stroke and Dementia Research (ISD), University Hospital, LMU Munich, Munich, Germany.
  • Laske C; German Center for Neurodegenerative Diseases (DZNE), Rostock, Germany.
  • Perneczky R; Department of Psychosomatic Medicine, Rostock University Medical Center, Rostock, Germany.
  • Peters O; Department of Psychiatry and Psychotherapy, Charité, Berlin, Germany.
  • Priller J; German Center for Neurodegenerative Diseases (DZNE), Tübingen, Germany.
  • Schneider A; Section for Dementia Research, Hertie Institute for Clinical Brain Research and Department of Psychiatry and Psychotherapy, University of Tübingen, Tübingen, Germany.
  • Spottke A; Department of Psychiatry and Psychotherapy, University Hospital, LMU Munich, Munich, Germany.
  • Teipel S; Sheffield Institute for Translational Neuroscience (SITraN), University of Sheffield, Sheffield, UK.
  • Düzel E; Department of Neuroradiology, University Hospital LMU, Munich, Germany.
  • Jessen F; Department of Psychiatry, University of Cologne, Medical Faculty, Cologne, Germany.
  • Wiltfang J; German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany.
  • Schott BH; German Center for Neurodegenerative Diseases (DZNE), Berlin, Germany.
  • Kizilirmak JM; Department of Psychiatry and Psychotherapy, Charité, Berlin, Germany.
Int J Geriatr Psychiatry ; 38(10): e6007, 2023 10.
Article in En | MEDLINE | ID: mdl-37800601
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Alzheimer Disease / Cognitive Dysfunction Type of study: Clinical_trials / Etiology_studies / Prognostic_studies / Risk_factors_studies Limits: Aged / Humans Language: En Journal: Int J Geriatr Psychiatry Year: 2023 Document type: Article
Fulltext
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XML
PubMed Links
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Alzheimer Disease / Cognitive Dysfunction Type of study: Clinical_trials / Etiology_studies / Prognostic_studies / Risk_factors_studies Limits: Aged / Humans Language: En Journal: Int J Geriatr Psychiatry Year: 2023 Document type: Article