Literature DB >> 26573970

Charting the landscape of priority problems in psychiatry, part 1: classification and diagnosis.

Klaas E Stephan1, Dominik R Bach2, Paul C Fletcher3, Jonathan Flint4, Michael J Frank5, Karl J Friston6, Andreas Heinz7, Quentin J M Huys8, Michael J Owen9, Elisabeth B Binder10, Peter Dayan11, Eve C Johnstone12, Andreas Meyer-Lindenberg13, P Read Montague14, Ulrich Schnyder15, Xiao-Jing Wang16, Michael Breakspear17.   

Abstract

Contemporary psychiatry faces major challenges. Its syndrome-based disease classification is not based on mechanisms and does not guide treatment, which largely depends on trial and error. The development of therapies is hindered by ignorance of potential beneficiary patient subgroups. Neuroscientific and genetics research have yet to affect disease definitions or contribute to clinical decision making. In this challenging setting, what should psychiatric research focus on? In two companion papers, we present a list of problems nominated by clinicians and researchers from different disciplines as candidates for future scientific investigation of mental disorders. These problems are loosely grouped into challenges concerning nosology and diagnosis (this Personal View) and problems related to pathogenesis and aetiology (in the companion Personal View). Motivated by successful examples in other disciplines, particularly the list of Hilbert's problems in mathematics, this subjective and eclectic list of priority problems is intended for psychiatric researchers, helping to re-focus existing research and providing perspectives for future psychiatric science.
Copyright © 2016 Elsevier Ltd. All rights reserved.

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Year:  2015        PMID: 26573970     DOI: 10.1016/S2215-0366(15)00361-2

Source DB:  PubMed          Journal:  Lancet Psychiatry        ISSN: 2215-0366            Impact factor:   27.083


  41 in total

1.  A Roadmap for the Development of Applied Computational Psychiatry.

Authors:  Martin P Paulus; Quentin J M Huys; Tiago V Maia
Journal:  Biol Psychiatry Cogn Neurosci Neuroimaging       Date:  2016-09

2.  Introduction to the Special Issue: Using neuroimaging to probe mechanisms of behavior change.

Authors:  Tammy Chung; Marc Tittgemeyer; Sarah W Feldstein Ewing
Journal:  Neuroimage       Date:  2017-01-17       Impact factor: 6.556

Review 3.  Predictive analytics in mental health: applications, guidelines, challenges and perspectives.

Authors:  T Hahn; A A Nierenberg; S Whitfield-Gabrieli
Journal:  Mol Psychiatry       Date:  2016-11-15       Impact factor: 15.992

Review 4.  Computational psychiatry as a bridge from neuroscience to clinical applications.

Authors:  Quentin J M Huys; Tiago V Maia; Michael J Frank
Journal:  Nat Neurosci       Date:  2016-03       Impact factor: 24.884

5.  Acquisition of visual priors and induced hallucinations in chronic schizophrenia.

Authors:  Vincent Valton; Povilas Karvelis; Katie L Richards; Aaron R Seitz; Stephen M Lawrie; Peggy Seriès
Journal:  Brain       Date:  2019-08-01       Impact factor: 13.501

6.  Revealing Neurocomputational Mechanisms of Reinforcement Learning and Decision-Making With the hBayesDM Package.

Authors:  Woo-Young Ahn; Nathaniel Haines; Lei Zhang
Journal:  Comput Psychiatr       Date:  2017-10-01

Review 7.  Driven by Pain, Not Gain: Computational Approaches to Aversion-Related Decision Making in Psychiatry.

Authors:  Martin P Paulus
Journal:  Biol Psychiatry       Date:  2019-09-09       Impact factor: 13.382

Review 8.  Algorithms for survival: a comparative perspective on emotions.

Authors:  Dominik R Bach; Peter Dayan
Journal:  Nat Rev Neurosci       Date:  2017-03-31       Impact factor: 34.870

9.  Markov chain Monte Carlo methods for hierarchical clustering of dynamic causal models.

Authors:  Yu Yao; Klaas E Stephan
Journal:  Hum Brain Mapp       Date:  2021-04-07       Impact factor: 5.038

Review 10.  TAPAS: An Open-Source Software Package for Translational Neuromodeling and Computational Psychiatry.

Authors:  Stefan Frässle; Eduardo A Aponte; Saskia Bollmann; Kay H Brodersen; Cao T Do; Olivia K Harrison; Samuel J Harrison; Jakob Heinzle; Sandra Iglesias; Lars Kasper; Ekaterina I Lomakina; Christoph Mathys; Matthias Müller-Schrader; Inês Pereira; Frederike H Petzschner; Sudhir Raman; Dario Schöbi; Birte Toussaint; Lilian A Weber; Yu Yao; Klaas E Stephan
Journal:  Front Psychiatry       Date:  2021-06-02       Impact factor: 4.157

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