Testing a machine-learning algorithm to predict the persistence and severity of major depressive disorder from baseline self-reports

Regularization Paths for Generalized Linear Models via Coordinate Descent

(2015) Jerome Friedman et al.   Journal of Statistical Software

Predicting risk of hospital and emergency department use for home care elderly persons through a secondary analysis of cross-national data

(2014) John N Morris et al.   BMC HEALTH SERVICES RESEARCH

Using Internally Developed Risk Models to Assess Heterogeneity in Treatment Effects in Clinical Trials

(2014) J. F. Burke et al.  

MAJOR DEPRESSIVE DISORDER SUBTYPES TO PREDICT LONG-TERM COURSE

(2014) Hanna M. van Loo et al.   DEPRESSION AND ANXIETY

The effects of co-morbidity in defining major depression subtypes associated with long-term course and severity

(2014) K. J. Wardenaar et al.   PSYCHOLOGICAL MEDICINE

Targeted learning in real-world comparative effectiveness research with time-varying interventions

(2014) Romain Neugebauer et al.   STATISTICS IN MEDICINE

Getting depression clinical practice guidelines right: time for change?

(2013) S. Kuiper et al.   ACTA PSYCHIATRICA SCANDINAVICA

A Clinical Risk Stratification Tool for Predicting Treatment Resistance in Major Depressive Disorder

(2013) Roy H. Perlis   BIOLOGICAL PSYCHIATRY

PREDICTIVE SOCIOECONOMIC AND CLINICAL PROFILES OF ANTIDEPRESSANT RESPONSE AND REMISSION

(2013) Felipe A. Jain et al.   DEPRESSION AND ANXIETY

Comparative performance of diabetes-specific and general population-based cardiovascular risk assessment models in people with diabetes mellitus

(2013) J.-B. Echouffo-Tcheugui et al.   DIABETES & METABOLISM

Dimensions in major depressive disorder and their relevance for treatment outcome

(2013) Elske Vrieze et al.   JOURNAL OF AFFECTIVE DISORDERS

Risk groups defined by Recursive Partitioning Analysis of patients with colorectal adenocarcinoma treated with colorectal resection

(2012) Yun-Jau Chang et al.   BMC Medical Research Methodology

From concepts, theory, and evidence of heterogeneity of treatment effects to methodological approaches: a primer

(2012) Richard J Willke et al.   BMC Medical Research Methodology

Data-driven subtypes of major depressive disorder: a systematic review

(2012) Hanna M van Loo et al.   BMC Medicine

Predictors of remission with placebo using an integrated study database from patients with major depressive disorder

(2012) J.C. Nelson et al.   CURRENT MEDICAL RESEARCH AND OPINION

The Canadian Biomarker Integration Network in Depression (CAN-BIND): Advances in Response Prediction

(2012) Sidney H. Kennedy et al.   CURRENT PHARMACEUTICAL DESIGN

PERSONALIZED TREATMENT OF ADULT DEPRESSION: MEDICATION, PSYCHOTHERAPY, OR BOTH? A SYSTEMATIC REVIEW

(2012) Pim Cuijpers et al.   DEPRESSION AND ANXIETY

Comparisons of established risk prediction models for cardiovascular disease: systematic review

(2012) G. C. M. Siontis et al.   BMJ-British Medical Journal

What are Specialist Mental Health Clinician Attitudes to Guideline Recommendations for the Treatment of Depression in Young People?

(2011) Sarah E. Hetrick et al.   AUSTRALIAN AND NEW ZEALAND JOURNAL OF PSYCHIATRY

Risk prediction models of breast cancer: a systematic review of model performances

(2011) Thunyarat Anothaisintawee et al.   BREAST CANCER RESEARCH AND TREATMENT

Recursive Partitioning Analysis Index Is Predictive for Overall Survival in Patients Undergoing Spine Stereotactic Body Radiation Therapy for Spinal Metastases

(2011) Samuel T. Chao et al.   INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS

Clinical predictors of response and remission in inpatients with depressive syndromes

(2011) Michael Riedel et al.   JOURNAL OF AFFECTIVE DISORDERS

Discovering imaging endophenotypes for major depression

(2011) G Hasler et al.   MOLECULAR PSYCHIATRY

International Study to Predict Optimized Treatment for Depression (iSPOT-D), a randomized clinical trial: rationale and protocol

(2011) Leanne M Williams et al.   Trials

Genome-Wide Pharmacogenetics of Antidepressant Response in the GENDEP Project

(2010) Rudolf Uher et al.   AMERICAN JOURNAL OF PSYCHIATRY

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

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

Evaluating the improvement in diagnostic utility from adding new predictors

(2010) Caixia Li et al.   BIOMETRICAL JOURNAL

Childhood adversity and chronicity of mood disorders

(2010) Jules Angst et al.   EUROPEAN ARCHIVES OF PSYCHIATRY AND CLINICAL NEUROSCIENCE

Assessment of Claims of Improved Prediction Beyond the Framingham Risk Score

(2009) Ioanna Tzoulaki   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Long-term suicide risk of depression in the Lundby cohort 1947–1997 – severity and gender

(2008) L. Brådvik et al.   ACTA PSYCHIATRICA SCANDINAVICA

Dysthymic disorder and double depression: Prediction of 10-year course trajectories and outcomes

(2007) Daniel N. Klein et al.   JOURNAL OF PSYCHIATRIC RESEARCH