Prefrontal cortex and depression
DA Pizzagalli, AC Roberts�- Neuropsychopharmacology, 2022 - nature.com
The prefrontal cortex (PFC) has emerged as one of the regions most consistently impaired in
major depressive disorder (MDD). Although functional and structural PFC abnormalities�…
major depressive disorder (MDD). Although functional and structural PFC abnormalities�…
[HTML][HTML] Application of artificial intelligence on psychological interventions and diagnosis: an overview
S Zhou, J Zhao, L Zhang�- Frontiers in Psychiatry, 2022 - frontiersin.org
Background Innovative technologies, such as machine learning, big data, and artificial
intelligence (AI) are approaches adopted for personalized medicine, and psychological�…
intelligence (AI) are approaches adopted for personalized medicine, and psychological�…
An insight into diagnosis of depression using machine learning techniques: a systematic review
Background In this modern era, depression is one of the most prevalent mental disorders
from which millions of individuals are affected today. The symptoms of depression are�…
from which millions of individuals are affected today. The symptoms of depression are�…
A systematic meta-review of patient-level predictors of psychological therapy outcome in major depressive disorder
M Tanguay-Sela, C Rollins, T Perez, V Qiang…�- Journal of affective�…, 2022 - Elsevier
Background Psychological therapies are effective for treating major depressive disorder, but
current clinical guidelines do not provide guidance on the personalization of treatment�…
current clinical guidelines do not provide guidance on the personalization of treatment�…
[HTML][HTML] Development of a differential treatment selection model for depression on consolidated and transformed clinical trial datasets
K Perlman, J Mehltretter, D Benrimoh…�- Translational�…, 2024 - nature.com
Major depressive disorder (MDD) is the leading cause of disability worldwide, yet treatment
selection still proceeds via “trial and error”. Given the varied presentation of MDD and�…
selection still proceeds via “trial and error”. Given the varied presentation of MDD and�…
Biomarkers of ketamine's antidepressant effect: An umbrella review
Ketamine is a NMDA receptor antagonist that has a rapid acting antidepressant effect with
high efficacy in treatment-resistant patients. Ketamine is a beneficial antidepressant for�…
high efficacy in treatment-resistant patients. Ketamine is a beneficial antidepressant for�…
Artificial intelligence in mental healthcare: an overview and future perspectives
Artificial intelligence is disrupting the field of mental healthcare through applications in
computational psychiatry, which leverages quantitative techniques to inform our�…
computational psychiatry, which leverages quantitative techniques to inform our�…
Depression detection from social media text analysis using natural language processing techniques and hybrid deep learning model
Depression is a kind of emotion that negatively impacts people's daily lives. The number of
people suffering from long-term feelings is increasing every year across the globe�…
people suffering from long-term feelings is increasing every year across the globe�…
[HTML][HTML] Evaluating the clinical feasibility of an artificial intelligence–powered, web-based clinical decision support system for the treatment of depression in adults�…
C Popescu, G Golden, D Benrimoh…�- JMIR formative�…, 2021 - formative.jmir.org
Background: Approximately two-thirds of patients with major depressive disorder do not
achieve remission during their first treatment. There has been increasing interest in the use�…
achieve remission during their first treatment. There has been increasing interest in the use�…
Applying artificial intelligence to clinical decision support in mental health: What have we learned?
Clinical decision support systems (CDSS) augmented with artificial intelligence (AI) models
are emerging as potentially valuable tools in healthcare. Despite their promise, the�…
are emerging as potentially valuable tools in healthcare. Despite their promise, the�…