Brain Sci
November 2024
Many patients do not experience optimal benefits from medical advances because clinical research does not adequately represent them. While the diversity of biomedical research cohorts is improving, ensuring that individual patients are adequately represented remains challenging. We propose a new approach, GenoSiS, which leverages machine learning-based similarity search to dynamically find patient-matched cohorts across different populations quickly.
View Article and Find Full Text PDFThe behavioral health workforce has been experiencing deepening problems with recruitment and retention, particularly in publicly funded settings serving individuals with serious mental illnesses. This quality improvement project gathered Assertive Community Treatment (ACT) participant (service user) and provider perspectives on workforce challenges. The authors conducted 8 interviews with ACT participants and 9 focus groups with ACT current staff, team leaders, and former staff.
View Article and Find Full Text PDFBackground: Assessments of gaze direction (eye movements), pupil size, and the pupillary light reflex (PLR) are critical for neurological examination and neuroscience research and constitute a powerful tool in diverse clinical settings ranging from critical care through endocrinology and drug addiction to cardiology and psychiatry. However, current bedside pupillometry is typically intermittent, qualitative, manual, and limited to open-eye cases, restricting its use in sleep medicine, anesthesia, and intensive care.
Methods: We combined short-wave infrared (SWIR, ~0.