Keyphrases
Remission
100%
Treatment-resistant Depression
100%
New Prediction Model
100%
Treatment Outcome
60%
Training Samples
40%
Depressive Episode
40%
DSM-IV
20%
Hamilton Depression Rating Scale (HAM-D)
20%
Major Depressive Disorder
20%
Antidepressants
20%
Comorbid
20%
Socio-demographic Predictors
20%
Diabetes
20%
Prediction Accuracy
20%
Suicidality
20%
Clinical Setting
20%
Machine Learning
20%
Panic Disorder
20%
Success Rate
20%
Machine Learning Algorithms
20%
Data Pooling
20%
Interaction-based
20%
Optimal number
20%
Antidepressant Treatment
20%
Predictive Ability
20%
Random Forest
20%
Psychosocial Predictors
20%
Clinical Predictors
20%
Inappropriate Treatment
20%
Receiver Operating Characteristic
20%
Thyroid Disorders
20%
Melancholia
20%
17-item Hamilton Depression Rating Scale
20%
Antidepressant Efficacy
20%
Antidepressant Treatment Response
20%
Medicine and Dentistry
Antidepressant
100%
Treatment Resistant Depression
100%
Depression
50%
Hamilton Rating Scale for Depression
50%
Diabetes
25%
Lifespan
25%
Clinician
25%
Panic Disorder
25%
Treatment Response
25%
Major Depressive Episode
25%
Thyroid Disease
25%
DSM-IV
25%
Melancholia
25%
Neuroscience
Antidepressant
100%
Treatment-Resistant Depression
100%
Hamilton Rating Scale for Depression
50%
Depression
50%
Major Depressive Disorder
25%
Panic Disorder
25%
Machine Learning Algorithm
25%
Thyroid Disease
25%
Melancholic Depression
25%
Pharmacology, Toxicology and Pharmaceutical Science
Remission
100%
Treatment Resistant Depression
100%
Antidepressant
80%
Depression
40%
Panic
20%
Major Depression
20%
DSM-IV
20%
Thyroid Disease
20%
Melancholia
20%
Psychology
Rating Scale
100%
Depression
100%
Depression
50%
Learning Algorithm
50%