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Medientyp:
Buch
Titel:
Computational psychiatry
:
new perspectives on mental illness
Enthält:
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 and 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
From psychiatry to computation and back again
/ A. David Redish and Joshua A. Gordon
Beschreibung:
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