… NHIS and HSE did not include repeated measures of depression, so we examined time
trends in psychological distress. The projected psychological distress trends were calculated by …

… In addition, there was a 98% increase in intentional … use grew strongly from 2000 to 2010,
with somewhat slower growth … be used to treat moderate to severe depression “within the …

… trends on invasive and NIBS start to converge by 2010 with a … on guideline papers for the
major trend on NIBS and more on … for treating resistant depression with rTMS than for treating …

… severe depressive symptoms expressed by a higher mean Montgomery and �sberg Depression
… ) and at the beginning of the current major depressive episode (35.74 � 8.08 vs 33.31 � …

… and drug use severity, depression and anxiety, and some dimensions of quality of life. There
was considerable individual variation in outcomes and treatment duration. The majority of …

… Despite the valiant efforts of psychiatry to treat depression, patients continue to endure
distressing and disabling symptoms, and suicide rates continue to rise. The impact of …

… The fourth major trend on research concerned mental illness. This trend started in 2007 with
a small cluster #18 “severe mental illness” (S = 0.985; 46; 2007) (53), and rapidly evolved in …

… Sixty-four percent (n = 63/98) reported feeling prepared for medical problems (such as
what symptoms to expect) at EOL, and 53% (n = 52/99) reported feeling prepared for medical …

… Based on ICD codes only, the sensitivity of a PHQ ≥ 10 to identify patients with depression
was 29% and specificity was 98%. In chart review, 58% of patients who scored zero on the …

Artificial intelligence generally and machine learning specifically have become deeply woven
into the lives and technologies of modern life. Machine learning is dramatically changing …