Computational Psychiatry: is it relevant for psychiatric practice?

被引:6
|
作者
Stephan, Klaas Enno [1 ,2 ]
Siemerkus, Jakob [1 ,2 ,3 ]
Bischof, Martin [1 ,2 ,3 ]
Haker, Helene [1 ,2 ]
机构
[1] Univ Zurich, Inst Biomed Tech, TNU, CH-8032 Zurich, Switzerland
[2] ETH, CH-8032 Zurich, Switzerland
[3] Psychiat Univ Klin Zurich, Klin Psychiat Psychotherapie & Psychosomat, Zurich, Switzerland
来源
ZEITSCHRIFT FUR PSYCHIATRIE PSYCHOLOGIE UND PSYCHOTHERAPIE | 2017年 / 65卷 / 01期
关键词
computational psychiatry; computational neuroscience; translational neuromodeling; computational assays; REINFORCEMENT LEARNING-MODELS; FREE-ENERGY; BRAIN; PREDICTION; DISORDERS; PSYCHOSIS; RESPONSES; CLASSIFICATION; SCHIZOPHRENIA; UNCERTAINTY;
D O I
10.1024/1661-4747/a000296
中图分类号
B849 [应用心理学];
学科分类号
040203 ;
摘要
Computational Psychiatry (CP) is a young field of research at the interface between clinical psychiatry and mathematical neurosciences, which has emerged during recent years. This article describes the possible clinical implications of this young discipline. We (i) begin with a short review on the history, aims, and contents of CP, (ii) delineate the relevance, central themes, models, and theories of CP, (iii) investigate the relevance and the potential of model-based diagnostic tests (computational assays) for the solution of central problems of clinical psychiatry, and (iv) point out future challenges and opportunities of CP.
引用
收藏
页码:9 / 19
页数:11
相关论文
共 50 条
  • [11] The promises and pitfalls of applying computational models to neurological and psychiatric disorders
    Teufel, Christoph
    Fletcher, Paul C.
    BRAIN, 2016, 139 : 2600 - 2608
  • [12] Is Psychoanalysis Still Relevant to Psychiatry?
    Paris, Joel
    CANADIAN JOURNAL OF PSYCHIATRY-REVUE CANADIENNE DE PSYCHIATRIE, 2017, 62 (05): : 308 - 312
  • [13] The Practice of Psychiatry in the 21st Century: Challenges for Psychiatric Education
    Yager, Joel
    ACADEMIC PSYCHIATRY, 2011, 35 (05) : 283 - 292
  • [14] Classification of Depression Through Resting-State Electroencephalogram as a Novel Practice in Psychiatry: Review
    Cukic, Milena
    Lopez, Victoria
    Pavon, Juan
    JOURNAL OF MEDICAL INTERNET RESEARCH, 2020, 22 (11)
  • [15] Integrating Evolutionary, Cultural, and Computational Psychiatry: A Multilevel Systemic Approach
    Constant, Axel
    Badcock, Paul
    Friston, Karl
    Kirmayer, Laurence J.
    FRONTIERS IN PSYCHIATRY, 2022, 13
  • [16] Twelve years of research domain criteria in psychiatric research and practice: claim and reality
    Kubera, Katharina M.
    Hirjak, Dusan
    Wolf, Nadine D.
    Wolf, Robert C.
    NERVENARZT, 2021, 92 (09): : 857 - 867
  • [17] Understanding mental health through computers: An introduction to computational psychiatry
    Martinez, Juan Camilo Castro
    Santamaria-Garcia, Hernando
    FRONTIERS IN PSYCHIATRY, 2023, 14
  • [18] Computational psychiatry
    Montague, P. Read
    Dolan, Raymond J.
    Friston, Kari J.
    Dayan, Peter
    TRENDS IN COGNITIVE SCIENCES, 2012, 16 (01) : 72 - 80
  • [19] Computational Psychiatry
    Wang, Xiao-Jing
    Krystal, John H.
    NEURON, 2014, 84 (03) : 638 - 654
  • [20] Towards clinically useful neuroimaging in psychiatric practice
    Cooper, Deborah
    Limet, Natalie
    McClung, Ian
    Lawrie, Stephen M.
    BRITISH JOURNAL OF PSYCHIATRY, 2013, 203 (04) : 242 - 244