Computational Psychiatry

New Perspectives on Mental Illness

A. David Redish, Joshua A. Gordon

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English

MIT Press
01 November 2022

Psychology; Neurosciences

Series: Strüngmann Forum Reports

Psychiatrists and neuroscientists discuss the potential of computational approaches to address problems in psychiatry including diagnosis, treatment, and integration with neurobiology.

Psychiatrists and neuroscientists discuss the potential of computational approaches to address problems in psychiatry including diagnosis, treatment, and integration with neurobiology.

Modern psychiatry is at a crossroads, as it attempts to balance neurological analysis with psychological assessment. Computational neuroscience offers a new lens through which to view such thorny issues as diagnosis, treatment, and integration with neurobiology. In this volume, psychiatrists and theoretical and computational neuroscientists consider the potential of computational approaches to psychiatric issues.

This unique collaboration yields surprising results, innovative synergies, and novel open questions. The contributors consider mechanisms of psychiatric disorders, the use of computation and imaging to model psychiatric disorders, ways that computation can inform psychiatric nosology, and specific applications of the computational approach.

Contributors

Susanne E. Ahmari, Huda Akil, Deanna M. Barch, Matthew Botvinick, Michael Breakspear, Cameron S. Carter, Matthew V. Chafee, Sophie Den ve, Daniel Durstewitz, Michael B. First, Shelly B. Flagel, Michael J. Frank, Karl J. Friston, Joshua A. Gordon, Katia M. Harle, Crane Huang, Quentin J. M. Huys, Peter W. Kalivas, John H. Krystal, Zeb Kurth-Nelson, Angus W. MacDonald III, Tiago V. Maia, Robert C. Malenka, Sanjay J. Mathew, Christoph Mathys, P. Read Montague, Rosalyn Moran, Theoden I. Netoff, Yael Niv, John P. O'Doherty, Wolfgang M. Pauli, Martin P. Paulus, Frederike Petzschner, Daniel S. Pine, A. David Redish, Kerry Ressler, Katharina Schmack, Jordan W. Smoller, Klaas Enno Stephan, Anita Thapar, Heike Tost, Nelson Totah, Jennifer L. Zick

Edited by: A. David Redish, Joshua A. Gordon
Imprint: MIT Press
Country of Publication: United States
Volume: 20
Dimensions: Height: 229mm, Width: 152mm,
Weight: 369g
ISBN: 9780262546676
ISBN 10: 0262546671
Series: Strüngmann Forum Reports
Pages: 424
Publication Date: 01 November 2022
Audience: General/trade , ELT Advanced
Format: Paperback
Publisher's Status: Active

A. David Redish is a Distinguished McKnight University Professor in the Department of Neuroscience at the University of Minnesota. A poet, playwright, and scientist, his previous books include The Mind within the Brain- How We Make Decisions and How Those Decisions Go Wrong and Computational Psychiatry- New Perspectives on Mental Illness. Joshua A. Gordon is Director of the National Institute of Mental Health (NIMH).