Computational psychiatry : new perspectives on mental illness

Author(s)

• Redish, A. David
• Gordon, Joshua A.
• Akil, H. (Huda)

Bibliographic Information

Computational psychiatry : new perspectives on mental illness

edited by A. David Redish and Joshua A. Gordon ; Program Advisory Committee: Huda Akil ... [et al.]

（Strüngmann Forum reports / series editor: J. Lupp）

MIT Press, c2016

• : hardcover

Note

Includes bibliographical references (p. [331]-400) and index

Contents of Works

• On the cusp : current challenges and promises in psychiatry / Joshua A. Gordon and A. David Redish
• Breakdowns and failure modes : an engineer's view / A. David Redish and Joshua A. Gordon
• Complexity and heterogeneity in psychiatric disorders : opportunities for computational psychiatry / Nelson Totah, Huda Akil, Quentin J. M. Huys, John H. Krystal, Angus W. MacDonald III, Tiago V. Maia, Robert C. Malenka, and Wolfgang M. Pauli
• What does computational psychiatry need to explain to capture mechanisms of psychopathology? : facts, almost facts, and hints / Deanna M. Barch
• Computational approaches for studying mechanisms of psychiatric disorders / Zeb Kurth-Nelson, John P. O'Doherty, Deanna M. Barch, Sophie Denève, Daniel Durstewitz, Michael J. Frank, Joshua A. Gordon, Sanjay J. Mathew, Yael Niv, Kerry Ressler, and Heike Tost
• Computational cognitive neuroscience approaches to deconstructing mental function and dysfunction / Michael J. Frank
• How could we get nosology from computation? / Christoph Mathys
• Current state of psychiatric nosology / Michael B. First
• The computation of collapse : can reliability engineering shed light on mental illness? / Angus W. MacDonald III, Jennifer L. Zick, Theoden I. Netoff, and Matthew V. Chafee
• A novel framework for improving psychiatric diagnostic nosology / Shelly B. Flagel, Daniel S. Pine, Susanne E. Ahmari, Michael B. First, Karl J. Friston, Christoph Mathys, A. David Redish, Katharina Schmack, Jordan W. Smoller, and Anita Thapar
• Computational nosology and precision psychiatry : a proof of concept / Karl J. Friston
• Candidate examples for a computational approach to address practical problems in psychiatry / Rosalyn Moran, Klaas Enno Stephan, Matthew Botvinick, Michael Breakspear, Cameron S. Carter, Peter W. Kalivas, P. Read Montague, Martin P. Paulus, and Frederike Petzschner
• There are no killer APPs but connecting neural activity to behavior through computation is still a good idea / P. Read Montague
• Call for pragmatic computational psychiatry: integrating computational approaches, risk-prediction models, and disposing of causality / Martin P. Paulus, Crane Huang, and Katia M. Harlé
• A valuation framework for emotions applied to depression and recurrence / Quentin J. M. Huys
• Clinical heterogeneity arising from categorical and dimensional features of the neurobiology of psychiatric diagnoses : insights from neuroimaging and computational neuroscience / John H. Krystal, Alan Anticevic, John D. Murray, David Glahn, Naomi Driesen, Genevieve Yang, and Xaio-Jing Wang

• NCID: BB22880474
• ISBN:
  • 9780262035422
• LCCN: 2016033927
• Country Code: us
• Title Language Code: eng
• Text Language Code: eng
• Place of Publication: Cambridge, Mass.
• Pages/Volumes: xii, 408 p.
• Size: 24 cm
• Classification:
  • LCC : RC455.2.D38
  • NLM : WM 26.5
  • DC23 : 616.89/140285
• Subject Headings:
  • MESH : Mental Disorders
  • MESH : Computational Biology
  • MESH : Neurosciences -- methods
• Parent Bibliography ID:
  • BA86010340