Precision medicine for long-term depression outcomes using the Personalized Advantage Index approach: cognitive therapy or interpersonal psychotherapy?

Predictive modeling for response to lithium and quetiapine in bipolar disorder

(2019) Thomas T Kim et al.   BIPOLAR DISORDERS

Treatment Selection in Depression

(2018) Zachary D. Cohen et al.   Annual Review of Clinical Psychology

The potential of predictive analytics to provide clinical decision support in depression treatment planning

(2018) Ronald C. Kessler   CURRENT OPINION IN PSYCHIATRY

In rape trauma PTSD, patient characteristics indicate which trauma-focused treatment they are most likely to complete

(2018) John R. Keefe et al.   DEPRESSION AND ANXIETY

Individual treatment selection for patients with posttraumatic stress disorder

(2018) Anne-Katharina Deisenhofer et al.   DEPRESSION AND ANXIETY

Long-term outcomes of acute treatment with cognitive therapy v. interpersonal psychotherapy for adult depression: follow-up of a randomized controlled trial

(2018) Lotte H.J.M. Lemmens et al.   PSYCHOLOGICAL MEDICINE

Personalized prediction of antidepressant v. placebo response: evidence from the EMBARC study

(2018) Christian A. Webb et al.   PSYCHOLOGICAL MEDICINE

A prognostic index (PI) as a moderator of outcomes in the treatment of depression: A proof of concept combining multiple variables to inform risk-stratified stepped care models

(2017) Lorenzo Lorenzo-Luaces et al.   JOURNAL OF AFFECTIVE DISORDERS

Initial Steps to inform selection of continuation cognitive therapy or fluoxetine for higher risk responders to cognitive therapy for recurrent major depressive disorder

(2017) Jeffrey R. Vittengl et al.   PSYCHIATRY RESEARCH

Ten month outcome of cognitive behavioural therapy v. interpersonal psychotherapy in patients with major depression: a randomised trial of acute and maintenance psychotherapy

(2017) R. Mulder et al.   PSYCHOLOGICAL MEDICINE

Reducing Dropout in Treatment for Depression

(2016) Sigal Zilcha-Mano et al.   JOURNAL OF CLINICAL PSYCHIATRY

Combining moderators to identify clinical profiles of patients who will, and will not, benefit from aripiprazole augmentation for treatment resistant late-life major depressive disorder

(2016) Stephen F. Smagula et al.   JOURNAL OF PSYCHIATRIC RESEARCH

Clinical effectiveness of cognitive therapy v. interpersonal psychotherapy for depression: results of a randomized controlled trial

(2015) L. H. J. M. Lemmens et al.   PSYCHOLOGICAL MEDICINE

Predicting Optimal Outcomes in Cognitive Therapy or Interpersonal Psychotherapy for Depressed Individuals Using the Personalized Advantage Index Approach

(2015) Marcus J. H. Huibers et al.   PLoS One

The Personalized Advantage Index: Translating Research on Prediction into Individualized Treatment Recommendations. A Demonstration

(2014) Robert J. DeRubeis et al.   PLoS One

Random forest methodology for model-based recursive partitioning: the mobForest package for R

(2013) Nikhil R Garge et al.   BMC BIOINFORMATICS

Momentum grows to make 'personalized' medicine more 'precise'

(2013) Alla Katsnelson   NATURE MEDICINE

Discovering, comparing, and combining moderators of treatment on outcome after randomized clinical trials: a parametric approach

(2013) Helena Chmura Kraemer   STATISTICS IN MEDICINE

Comparison of imputation methods for missing laboratory data in medicine

(2013) Akbar K Waljee et al.   BMJ Open

A Novel Approach for Developing and Interpreting Treatment Moderator Profiles in Randomized Clinical Trials

(2013) Meredith L. Wallace et al.   JAMA Psychiatry

MissForest--non-parametric missing value imputation for mixed-type data

(2011) D. J. Stekhoven et al.   BIOINFORMATICS

Psychological treatment of depression: Results of a series of meta-analyses

(2011) Pim Cuijpers et al.   NORDIC JOURNAL OF PSYCHIATRY

Effects of cognitive therapy versus interpersonal psychotherapy in patients with major depressive disorder: a systematic review of randomized clinical trials with meta-analyses and trial sequential analyses

(2011) J. C. Jakobsen et al.   PSYCHOLOGICAL MEDICINE

Coping Behavior and Depressive Symptoms in Adult Children of Alcoholics

(2011) Keith Klostermann et al.   SUBSTANCE USE & MISUSE

Relationships among depressive mood symptoms and parent and peer relations in collegiate children of alcoholics.

(2010) Michelle L. Kelley et al.   AMERICAN JOURNAL OF ORTHOPSYCHIATRY

Personalized Medicine for Depression: Can We Match Patients With Treatments?

(2010) Gregory E. Simon et al.   AMERICAN JOURNAL OF PSYCHIATRY

Patient predictors of response to cognitive behaviour therapy and interpersonal psychotherapy in a randomised clinical trial for depression

(2010) Janet D. Carter et al.   JOURNAL OF AFFECTIVE DISORDERS

Conditional Variable Importance for Random Forests

(2008) Carolin Strobl et al.   BMC BIOINFORMATICS