Literature DB >> 28838470

Computational Psychiatry: Embracing Uncertainty and Focusing on Individuals, Not Averages.

Adam M Chekroud1, Chadrick E Lane2, David A Ross2.   

Abstract

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Year:  2017        PMID： 28838470      PMCID： PMC5712404          DOI： 10.1016/j.biopsych.2017.07.011

Source DB:  PubMed          Journal:  Biol Psychiatry        ISSN： 0006-3223            Impact factor:   13.382


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  10 in total

Review 1.  Computational Psychosomatics and Computational Psychiatry: Toward a Joint Framework for Differential Diagnosis.

Authors:  Frederike H Petzschner; Lilian A E Weber; Tim Gard; Klaas E Stephan
Journal:  Biol Psychiatry       Date:  2017-05-25       Impact factor: 13.382

2.  Computational Psychiatry and the Challenge of Schizophrenia.

Authors:  John H Krystal; John D Murray; Adam M Chekroud; Philip R Corlett; Genevieve Yang; Xiao-Jing Wang; Alan Anticevic
Journal:  Schizophr Bull       Date:  2017-05-01       Impact factor: 9.306

3.  Clinical features of bipolar depression versus major depressive disorder in large multicenter trials.

Authors:  Roy H Perlis; Eileen Brown; Robert W Baker; Andrew A Nierenberg
Journal:  Am J Psychiatry       Date:  2006-02       Impact factor: 18.112

4.  Dermatologist-level classification of skin cancer with deep neural networks.

Authors:  Andre Esteva; Brett Kuprel; Roberto A Novoa; Justin Ko; Susan M Swetter; Helen M Blau; Sebastian Thrun
Journal:  Nature       Date:  2017-01-25       Impact factor: 49.962

5.  Abandoning personalization to get to precision in the pharmacotherapy of depression.

Authors:  Roy H Perlis
Journal:  World Psychiatry       Date:  2016-10       Impact factor: 49.548

6.  Cross-trial prediction of treatment outcome in depression: a machine learning approach.

Authors:  Adam Mourad Chekroud; Ryan Joseph Zotti; Zarrar Shehzad; Ralitza Gueorguieva; Marcia K Johnson; Madhukar H Trivedi; Tyrone D Cannon; John Harrison Krystal; Philip Robert Corlett
Journal:  Lancet Psychiatry       Date:  2016-01-21       Impact factor: 27.083

7.  Differential responses to psychotherapy versus pharmacotherapy in patients with chronic forms of major depression and childhood trauma.

Authors:  Charles B Nemeroff; Christine M Heim; Michael E Thase; Daniel N Klein; A John Rush; Alan F Schatzberg; Philip T Ninan; James P McCullough; Paul M Weiss; David L Dunner; Barbara O Rothbaum; Susan Kornstein; Gabor Keitner; Martin B Keller
Journal:  Proc Natl Acad Sci U S A       Date:  2003-11-13       Impact factor: 11.205

8.  Prediction of psychosis in youth at high clinical risk: a multisite longitudinal study in North America.

Authors:  Tyrone D Cannon; Kristin Cadenhead; Barbara Cornblatt; Scott W Woods; Jean Addington; Elaine Walker; Larry J Seidman; Diana Perkins; Ming Tsuang; Thomas McGlashan; Robert Heinssen
Journal:  Arch Gen Psychiatry       Date:  2008-01

9.  Intratumor heterogeneity and branched evolution revealed by multiregion sequencing.

Authors:  Marco Gerlinger; Andrew J Rowan; Stuart Horswell; James Larkin; David Endesfelder; Eva Gronroos; Pierre Martinez; Nicholas Matthews; Aengus Stewart; Charles Swanton; M Math; Patrick Tarpey; Ignacio Varela; Benjamin Phillimore; Sharmin Begum; Neil Q McDonald; Adam Butler; David Jones; Keiran Raine; Calli Latimer; Claudio R Santos; Mahrokh Nohadani; Aron C Eklund; Bradley Spencer-Dene; Graham Clark; Lisa Pickering; Gordon Stamp; Martin Gore; Zoltan Szallasi; Julian Downward; P Andrew Futreal
Journal:  N Engl J Med       Date:  2012-03-08       Impact factor: 91.245

10.  Reevaluating the Efficacy and Predictability of Antidepressant Treatments: A Symptom Clustering Approach.

Authors:  Adam M Chekroud; Ralitza Gueorguieva; Harlan M Krumholz; Madhukar H Trivedi; John H Krystal; Gregory McCarthy
Journal:  JAMA Psychiatry       Date:  2017-04-01       Impact factor: 21.596
  10 in total
  5 in total

1.  Recent Developments in the Habit Hypothesis of OCD and Compulsive Disorders.

Authors:  Claire M Gillan
Journal:  Curr Top Behav Neurosci       Date:  2021

2.  Brain-based ranking of cognitive domains to predict schizophrenia.

Authors:  Teresa M Karrer; Danielle S Bassett; Birgit Derntl; Oliver Gruber; André Aleman; Renaud Jardri; Angela R Laird; Peter T Fox; Simon B Eickhoff; Olivier Grisel; Gaël Varoquaux; Bertrand Thirion; Danilo Bzdok
Journal:  Hum Brain Mapp       Date:  2019-07-16       Impact factor: 5.038

Review 3.  Recommendations and future directions for supervised machine learning in psychiatry.

Authors:  Micah Cearns; Tim Hahn; Bernhard T Baune
Journal:  Transl Psychiatry       Date:  2019-10-22       Impact factor: 6.222

4.  Precision non-implantable neuromodulation therapies: a perspective for the depressed brain.

Authors:  Lucas Borrione; Helena Bellini; Lais Boralli Razza; Ana G Avila; Chris Baeken; Anna-Katharine Brem; Geraldo Busatto; Andre F Carvalho; Adam Chekroud; Zafiris J Daskalakis; Zhi-De Deng; Jonathan Downar; Wagner Gattaz; Colleen Loo; Paulo A Lotufo; Maria da Graça M Martin; Shawn M McClintock; Jacinta O'Shea; Frank Padberg; Ives C Passos; Giovanni A Salum; Marie-Anne Vanderhasselt; Renerio Fraguas; Isabela Benseñor; Leandro Valiengo; Andre R Brunoni
Journal:  Braz J Psychiatry       Date:  2020-03-16       Impact factor: 2.697

5.  Investigating functional brain network integrity using a traditional and novel categorical scheme for neurodevelopmental disorders.

Authors:  Dina R Dajani; Catherine A Burrows; Paola Odriozola; Adriana Baez; Mary Beth Nebel; Stewart H Mostofsky; Lucina Q Uddin
Journal:  Neuroimage Clin       Date:  2019-01-17       Impact factor: 4.881
  5 in total

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