Scoping review of the characteristics assessed by vulnerability indices applied to people experiencing homelessness.

Background: The objectives of this scoping review are to investigate the characteristics assessed by existing vulnerability indices and the health outcomes achieved by applying them to people experiencing homelessness. This review forms part of the development and implementation of a novel tool to prioritise people experiencing homelessness for healthcare based on their need and capacity to access healthcare.

Methods: Included papers were primary research, published in the English language, participants were experiencing homelessness and aged over 18 years at the time of the study, a vulnerability index was used in the study, sample size was greater than 30, and the study had a health focus.

Validation of an automated system for detecting ineffective triggering asynchronies during mechanical ventilation: a retrospective study.

We compare the sensitivity and specificity of clinician visual waveform analysis against an automated system's waveform analysis in detecting ineffective triggering in mechanically ventilated intensive care unit patients when compared against a reference label set based upon analysis of respiratory muscle activity. Electrical activity of the diaphragm or esophageal/transdiaphragmatic pressure waveforms were available to a single clinician for the generation of a reference label set indicating the ground truth, that is, presence or absence of ineffective triggering, on a breath-by-breath basis. Pressure and flow versus time tracings were made available to (i) a group of three clinicians; and (ii) the automated Syncron-E™ system capable of detecting patient-ventilator asynchrony in real-time, in order to obtain breath-by-breath labels indicating the presence or absence of ineffective triggering.

Replicating human expertise of mechanical ventilation waveform analysis in detecting patient-ventilator cycling asynchrony using machine learning.

Background: - Acute respiratory failure is one of the most common problems encountered in intensive care units (ICU) and mechanical ventilation is the mainstay of supportive therapy for such patients. A mismatch between ventilator delivery and patient demand is referred to as patient-ventilator asynchrony (PVA). An important hurdle in addressing PVA is the lack of a reliable framework for continuously and automatically monitoring the patient and detecting various types of PVA.

Impact of gender on corticotropin-releasing factor and noradrenergic sensitivity in cocaine use disorder.

Responses to stress may be important in understanding gender differences in substance use disorders and may also be a target for development of treatment interventions. A growing body of both preclinical and clinical research supports important underlying gender differences in the corticotropin-releasing factor (CRF) and noradrenergic systems, which may contribute to drug use. Preclinical models have demonstrated increased sensitivity of females to CRF and noradrenergic-induced drug reinstatement compared with males, and, consistent with these findings, human laboratory studies have demonstrated greater sensitivity to corticotropin-releasing hormone (CRH) and noradrenergic stimulation in cocaine-dependent women compared with men.