Personalized cognitive training: Protocol for individual-level meta-analysis implementing machine learning methods

Can Machine Learning Approaches Lead Toward Personalized Cognitive Training?

(2019) Reut Shani et al.   Frontiers in Behavioral Neuroscience

Neural Correlates of Emotion-Attention Interactions: From Perception, Learning and Memory to Individual Differences and Training Interventions

(2019) Florin Dolcos et al.   NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS

A Machine Learning Approach to Identifying Placebo Responders in Late-Life Depression Trials

(2018) Sigal Zilcha-Mano et al.   AMERICAN JOURNAL OF GERIATRIC PSYCHIATRY

Treatment Selection in Depression

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

Training cognitive control to reduce emotional vulnerability in breast cancer

(2018) Jessica Swainston et al.   PSYCHO-ONCOLOGY

Remediation of depression-related cognitive impairment: cognitive control training as treatment augmentation

(2018) Nathan Van den Bergh et al.   Expert Review of Neurotherapeutics

Adaptive Working Memory Training Reduces the Negative Impact of Anxiety on Competitive Motor Performance

(2017) Emmanuel Ducrocq et al.   JOURNAL OF SPORT & EXERCISE PSYCHOLOGY

Training working memory to improve attentional control in anxiety: A proof-of-principle study using behavioral and electrophysiological measures

(2016) Berna A. Sari et al.   BIOLOGICAL PSYCHOLOGY

Computerized cognitive training and functional recovery in major depressive disorder: A meta-analysis

(2016) Jeffrey N. Motter et al.   JOURNAL OF AFFECTIVE DISORDERS

Training Attentional Control Improves Cognitive and Motor Task Performance

(2016) Emmanuel Ducrocq et al.   JOURNAL OF SPORT & EXERCISE PSYCHOLOGY

Using executive control training to suppress amygdala reactivity to aversive information

(2016) N. Cohen et al.   NEUROIMAGE

Can impaired working memory functioning be improved by training? A meta-analysis with a special focus on brain injured patients.

(2016) Juliane Weicker et al.   NEUROPSYCHOLOGY

Web-based cognitive training for breast cancer survivors with cognitive complaints-a randomized controlled trial

(2016) MF Damholdt et al.   PSYCHO-ONCOLOGY

Effect of Attention Training on Attention Bias Variability and PTSD Symptoms: Randomized Controlled Trials in Israeli and U.S. Combat Veterans

(2015) Amy S. Badura-Brack et al.   AMERICAN JOURNAL OF PSYCHIATRY

Efficacy of cognitive bias modification interventions in anxiety and depression: Meta-analysis

(2015) Ioana A. Cristea et al.   BRITISH JOURNAL OF PSYCHIATRY

QUANTITATIVE EVALUATION OF THE CLINICAL EFFICACY OF ATTENTION BIAS MODIFICATION TREATMENT FOR ANXIETY DISORDERS

(2015) Marian Linetzky et al.   DEPRESSION AND ANXIETY

Positive imagery cognitive bias modification (CBM) and internet-based cognitive behavioral therapy (iCBT): A randomized controlled trial

(2015) Alishia D. Williams et al.   JOURNAL OF AFFECTIVE DISORDERS

An Attempt to Target Anxiety Sensitivity via Cognitive Bias Modification

(2015) Elise M. Clerkin 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

How to Boost Positive Interpretations? A Meta-Analysis of the Effectiveness of Cognitive Bias Modification for Interpretation

(2014) Claudia Menne-Lothmann et al.   PLoS One

Computerized Cognitive Training in Cognitively Healthy Older Adults: A Systematic Review and Meta-Analysis of Effect Modifiers

(2014) Amit Lampit et al.   PLOS MEDICINE

Protocol for a collaborative meta-analysis of 5-HTTLPR, stress, and depression

(2013) Robert C Culverhouse et al.   BMC Psychiatry

Optimizing the ingredients for imagery-based interpretation bias modification for depressed mood: Is self-generation more effective than imagination alone?

(2013) Heike Rohrbacher et al.   JOURNAL OF AFFECTIVE DISORDERS

Improving attention control in dysphoria through cognitive training: Transfer effects on working memory capacity and filtering efficiency

(2013) Max Owens et al.   PSYCHOPHYSIOLOGY

A meta-analysis of the effect of cognitive bias modification on anxiety and depression.

(2011) Lauren S. Hallion et al.   PSYCHOLOGICAL BULLETIN