Prediction of depression treatment outcome from multimodal data: a CAN-BIND-1 report.
Sign Up to like & getrecommendations! Published in 2022 at "Psychological medicine"
DOI: 10.1017/s0033291722002124
Abstract: BACKGROUND Prediction of treatment outcomes is a key step in improving the treatment of major depressive disorder (MDD). The Canadian Biomarker Integration Network in Depression (CAN-BIND) aims to predict antidepressant treatment outcomes through analyses of… read more here.
Keywords: best model; depression; treatment outcomes; prediction ... See more keywords
A Model Program to Manage Behavioral Emergencies and Support Nurses in the Medical Setting
Sign Up to like & getrecommendations! Published in 2022 at "Nursing Administration Quarterly"
DOI: 10.1097/naq.0000000000000501
Abstract: Medically hospitalized individuals have high rates of comorbid psychiatric, substance abuse, and behavioral disorders. Disruptive and sometimes aggressive behaviors may arise when mental health needs of patients go unrecognized or are inadequately addressed. Health care… read more here.
Keywords: program manage; best model; support nurses; support ... See more keywords
Plasma Biomarkers of Inflammation and Angiogenesis Predict Cerebral Cavernous Malformation Symptomatic Hemorrhage or Lesional Growth
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DOI: 10.1161/circresaha.118.312680
Abstract: Rationale: The clinical course of cerebral cavernous malformations is highly unpredictable, with few cross-sectional studies correlating proinflammatory genotypes and plasma biomarkers with prior disease severity. Objective: We hypothesize that a panel of 24 candidate plasma… read more here.
Keywords: cerebral cavernous; plasma biomarkers; cavernous malformation; best model ... See more keywords
A DNN Architecture Generation Method for DDoS Detection via Genetic Alogrithm
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DOI: 10.3390/fi15040122
Abstract: Nowdays, DNNs (Deep Neural Networks) are widely used in the field of DDoS attack detection. However, designing a good DNN architecture relies on the designer’s experience and requires considerable work. In this paper, a GA… read more here.
Keywords: model generated; best model; detection; model ... See more keywords