[HTML][HTML] What have we really learned from functional connectivity in clinical populations?
Functional connectivity (FC), or the statistical interdependence of blood-oxygen dependent
level (BOLD) signals between brain regions using fMRI, has emerged as a widely used tool …
level (BOLD) signals between brain regions using fMRI, has emerged as a widely used tool …
[HTML][HTML] Methodological and quality flaws in the use of artificial intelligence in mental health research: systematic review
R Tornero-Costa, A Martinez-Millana… - JMIR Mental …, 2023 - mental.jmir.org
Background: Artificial intelligence (AI) is giving rise to a revolution in medicine and health
care. Mental health conditions are highly prevalent in many countries, and the COVID-19 …
care. Mental health conditions are highly prevalent in many countries, and the COVID-19 …
[PDF][PDF] Automated optimization of TMS coil placement for personalized functional network engagement
Transcranial magnetic stimulation (TMS) is used to treat multiple psychiatric and
neurological conditions by manipulating activity in particular brain networks and circuits, but …
neurological conditions by manipulating activity in particular brain networks and circuits, but …
Functional connectivity mapping for rTMS target selection in depression
Objective: Repetitive transcranial magnetic stimulation (rTMS) protocols increasingly use
subgenual anterior cingulate cortex (sgACC) functional connectivity to individualize …
subgenual anterior cingulate cortex (sgACC) functional connectivity to individualize …
[HTML][HTML] Landscape and future directions of machine learning applications in closed-loop brain stimulation
AS Chandrabhatla, IJ Pomeraniec, TM Horgan… - NPJ Digital …, 2023 - nature.com
Brain stimulation (BStim) encompasses multiple modalities (eg, deep brain stimulation,
responsive neurostimulation) that utilize electrodes implanted in deep brain structures to …
responsive neurostimulation) that utilize electrodes implanted in deep brain structures to …
[HTML][HTML] Deep learning and machine learning in psychiatry: a survey of current progress in depression detection, diagnosis and treatment
Informatics paradigms for brain and mental health research have seen significant advances
in recent years. These developments can largely be attributed to the emergence of new …
in recent years. These developments can largely be attributed to the emergence of new …
[HTML][HTML] Personalizing repetitive transcranial magnetic stimulation parameters for depression treatment using multimodal neuroimaging
DCW Klooster, MA Ferguson, PAJM Boon… - Biological Psychiatry …, 2022 - Elsevier
Repetitive transcranial magnetic stimulation (rTMS) is a tool that can be used to administer
treatment for neuropsychiatric disorders such as major depressive disorder, although the …
treatment for neuropsychiatric disorders such as major depressive disorder, although the …
[HTML][HTML] Brain connectivity in major depressive disorder: a precision component of treatment modalities?
A Tura, R Goya-Maldonado - Translational Psychiatry, 2023 - nature.com
Major depressive disorder (MDD) is a very prevalent mental disorder that imposes an
enormous burden on individuals, society, and health care systems. Most patients benefit …
enormous burden on individuals, society, and health care systems. Most patients benefit …
[HTML][HTML] Evaluating robustness of brain stimulation biomarkers for depression: a systematic review of MRI and EEG studies
Non-invasive brain stimulation (NIBS) treatments have gained considerable attention as a
potential therapeutic intervention for psychiatric disorders. The identification of reliable …
potential therapeutic intervention for psychiatric disorders. The identification of reliable …
Neurophysiological and neuroimaging markers of repetitive transcranial stimulation treatment response in major depressive disorder: a systematic review and meta …
MX Jin, PP Qin, AWL Xia, RL Di Kan, BBB Zhang… - Neuroscience & …, 2024 - Elsevier
Predicting repetitive transcranial magnetic stimulation (rTMS) treatment outcomes in major
depressive disorder (MDD) could reduce the financial and psychological risks of treatment …
depressive disorder (MDD) could reduce the financial and psychological risks of treatment …