Zachary D Cohen
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The Personalized Advantage Index: translating research on prediction into individualized treatment recommendations. A demonstration
RJ DeRubeis, ZD Cohen, NR Forand, JC Fournier, LA Gelfand, ...
PloS one 9 (1), e83875, 2014
Treatment Selection in Depression
ZD Cohen, RJ DeRubeis
Annual Review Clinical Psychology 14 (1), 2018
Predicting optimal outcomes in cognitive therapy or interpersonal psychotherapy for depressed individuals using the personalized advantage index approach
MJH Huibers, ZD Cohen, LHJM Lemmens, A Arntz, FPML Peeters, ...
PloS one 10 (11), e0140771, 2015
The promise of machine learning in predicting treatment outcomes in psychiatry
AM Chekroud, J Bondar, J Delgadillo, G Doherty, A Wasil, M Fokkema, ...
World Psychiatry 20 (2), 154-170, 2021
Personalized prediction of antidepressant v. placebo response: evidence from the EMBARC study
CA Webb, MH Trivedi, ZD Cohen, DG Dillon, JC Fournier, F Goer, M Fava, ...
Psychological medicine 49 (7), 1118-1127, 2019
A demonstration of a multi-method variable selection approach for treatment selection: Recommending cognitive–behavioral versus psychodynamic therapy for mild to moderate adult …
ZD Cohen, TT Kim, HL Van, JJM Dekker, E Driessen
Psychotherapy Research 30 (2), 137-150, 2020
In rape trauma PTSD, patient characteristics indicate which trauma‐focused treatment they are most likely to complete
JR Keefe, S Wiltsey Stirman, ZD Cohen, RJ DeRubeis, BN Smith, ...
Depression and anxiety 35 (4), 330-338, 2018
Personalized prognostic prediction of treatment outcome for depressed patients in a naturalistic psychiatric hospital setting: A comparison of machine learning approaches.
CA Webb, ZD Cohen, C Beard, M Forgeard, AD Peckham, T Björgvinsson
Journal of Consulting and Clinical Psychology 88 (1), 25, 2020
Personalized treatment selection in routine care: Integrating machine learning and statistical algorithms to recommend cognitive behavioral or psychodynamic therapy
B Schwartz, ZD Cohen, JA Rubel, D Zimmermann, WW Wittmann, W Lutz
Psychotherapy Research 31 (1), 33-51, 2021
Precision medicine for long-term depression outcomes using the Personalized Advantage Index approach: cognitive therapy or interpersonal psychotherapy?
SC van Bronswijk, RJ DeRubeis, LHJM Lemmens, FPML Peeters, ...
Psychological medicine 51 (2), 279-289, 2021
Stratified care vs stepped care for depression: A cluster randomized clinical trial
J Delgadillo, S Ali, K Fleck, C Agnew, A Southgate, L Parkhouse, ...
JAMA psychiatry 79 (2), 101-108, 2022
Role of age, gender and marital status in prognosis for adults with depression: An individual patient data meta-analysis
JEJ Buckman, R Saunders, J Stott, LL Arundell, C O'Driscoll, MR Davies, ...
Epidemiology and psychiatric sciences 30, e42, 2021
Recent developments in the treatment of depression
SD Hollon, ZD Cohen, DR Singla, PW Andrews
Behavior Therapy 50 (2), 257-269, 2019
Distress and anhedonia as predictors of depression treatment outcome: A secondary analysis of a randomized clinical trial
GK Khazanov, C Xu, BD Dunn, ZD Cohen, RJ DeRubeis, SD Hollon
Behaviour Research and Therapy 125, 103507, 2020
The contribution of depressive ‘disorder characteristics’ to determinations of prognosis for adults with depression: an individual patient data meta-analysis
JEJ Buckman, R Saunders, ZD Cohen, P Barnett, K Clarke, G Ambler, ...
Psychological Medicine 51 (7), 1068-1081, 2021
The importance of transdiagnostic symptom level assessment to understanding prognosis for depressed adults: analysis of data from six randomised control trials
C O’Driscoll, JEJ Buckman, EI Fried, R Saunders, ZD Cohen, G Ambler, ...
BMC medicine 19, 1-14, 2021
Predictive modeling for response to lithium and quetiapine in bipolar disorder
TT Kim, S Dufour, C Xu, ZD Cohen, L Sylvia, T Deckersbach, ...
Bipolar Disorders 21 (5), 428-436, 2019
The neural dynamics of task context in free recall
SM Polyn, JE Kragel, NW Morton, JD McCluey, ZD Cohen
Neuropsychologia 50 (4), 447-457, 2012
Predicting prognosis for adults with depression using individual symptom data: a comparison of modelling approaches
JEJ Buckman, ZD Cohen, C O'Driscoll, EI Fried, R Saunders, G Ambler, ...
Psychological Medicine 53 (2), 408-418, 2023
Personalized treatment approaches
ZD Cohen, J Delgadillo, RJ DeRubeis
Bergin and Garfield's Handbook of Psychotherapy and Behavior Change, 7th edn, 2021
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