Literature DB >> 30940269

Taking an engineer's view: Implications of network analysis for computational psychiatry.

A David Redish1, Rebecca Kazinka2, Alexander B Herman3.   

Abstract

An engineer's viewpoint on psychiatry asks: What are the failure modes that underlie psychiatric dysfunction? And: How can we modify the system? Psychiatry has made great strides in understanding and treating disorders using biology; however, failure modes and modification access points can also exist extrinsically in environmental interactions. The network analysis suggested by Borsboom et al. in the target article provides a new viewpoint that should be incorporated into current theoretical constructs, not placed in opposition to them.

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Year:  2019        PMID: 30940269      PMCID: PMC7006221          DOI: 10.1017/S0140525X18001152

Source DB:  PubMed          Journal:  Behav Brain Sci        ISSN: 0140-525X            Impact factor:   12.579


  14 in total

1.  Confidence, not consistency, characterizes flashbulb memories.

Authors:  Jennifer M Talarico; David C Rubin
Journal:  Psychol Sci       Date:  2003-09

2.  Resuscitating the biopsychosocial model.

Authors:  Allen Frances
Journal:  Lancet Psychiatry       Date:  2014-12-03       Impact factor: 27.083

Review 3.  Sleep, dreams, and memory consolidation: the role of the stress hormone cortisol.

Authors:  Jessica D Payne; Lynn Nadel
Journal:  Learn Mem       Date:  2004 Nov-Dec       Impact factor: 2.460

Review 4.  A framework for studying the neurobiology of value-based decision making.

Authors:  Antonio Rangel; Colin Camerer; P Read Montague
Journal:  Nat Rev Neurosci       Date:  2008-06-11       Impact factor: 34.870

5.  The NIMH Research Domain Criteria (RDoC) Project: precision medicine for psychiatry.

Authors:  Thomas R Insel
Journal:  Am J Psychiatry       Date:  2014-04       Impact factor: 18.112

Review 6.  Why there are complementary learning systems in the hippocampus and neocortex: insights from the successes and failures of connectionist models of learning and memory.

Authors:  James L McClelland; Bruce L McNaughton; Randall C O'Reilly
Journal:  Psychol Rev       Date:  1995-07       Impact factor: 8.934

Review 7.  About sleep's role in memory.

Authors:  Björn Rasch; Jan Born
Journal:  Physiol Rev       Date:  2013-04       Impact factor: 37.312

Review 8.  A unified framework for addiction: vulnerabilities in the decision process.

Authors:  A David Redish; Steve Jensen; Adam Johnson
Journal:  Behav Brain Sci       Date:  2008-08       Impact factor: 21.357

9.  The small world of psychopathology.

Authors:  Denny Borsboom; Angélique O J Cramer; Verena D Schmittmann; Sacha Epskamp; Lourens J Waldorp
Journal:  PLoS One       Date:  2011-11-17       Impact factor: 3.240

Review 10.  Contingency Management and Deliberative Decision-Making Processes.

Authors:  Paul S Regier; A David Redish
Journal:  Front Psychiatry       Date:  2015-06-01       Impact factor: 5.435

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  2 in total

1.  Computational validity: using computation to translate behaviours across species.

Authors:  A David Redish; Adam Kepecs; Lisa M Anderson; Olivia L Calvin; Nicola M Grissom; Ann F Haynos; Sarah R Heilbronner; Alexander B Herman; Suma Jacob; Sisi Ma; Iris Vilares; Sophia Vinogradov; Cody J Walters; Alik S Widge; Jennifer L Zick; Anna Zilverstand
Journal:  Philos Trans R Soc Lond B Biol Sci       Date:  2021-12-27       Impact factor: 6.671

2.  AI ethics in computational psychiatry: From the neuroscience of consciousness to the ethics of consciousness.

Authors:  Wanja Wiese; Karl J Friston
Journal:  Behav Brain Res       Date:  2021-12-04       Impact factor: 3.352

  2 in total

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