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
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
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
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
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
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
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
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
Personalized treatment approaches
ZD Cohen, J Delgadillo, RJ DeRubeis
Bergin and Garfield's Handbook of Psychotherapy and Behavior Change, 7th edn, 2021
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
Socioeconomic indicators of treatment prognosis for adults with depression: a systematic review and individual patient data meta-analysis
JEJ Buckman, R Saunders, J Stott, ZD Cohen, LL Arundell, TC Eley, ...
JAMA psychiatry 79 (5), 406-416, 2022
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
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
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
Is social support pre‐treatment associated with prognosis for adults with depression in primary care?
JEJ Buckman, R Saunders, C O’Driscoll, ZD Cohen, J Stott, G Ambler, ...
Acta Psychiatrica Scandinavica 143 (5), 392-405, 2021
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