The Role of Machine Learning in the Detection of Cardiac Fibrosis in Electrocardiograms: Scoping Review.

Background: Cardiovascular disease remains the leading cause of mortality worldwide. Cardiac fibrosis impacts the underlying pathophysiology of many cardiovascular diseases by altering structural integrity and impairing electrical conduction. Identifying cardiac fibrosis is essential for the prognosis and management of cardiovascular disease; however, current diagnostic methods face challenges due to invasiveness, cost, and inaccessibility.

Cytokine profile of bronchoalveolar lavage in patients with and without checkpoint inhibitor pneumonitis.

Background: Checkpoint inhibitor pneumonitis (CIP) that develops following immune checkpoint inhibitor (ICI) treatment can be difficult to distinguish from other common etiologies of lung inflammation in cancer patients. Here, we evaluate the bronchoalveolar lavage fluid (BAL) for potential biomarkers specific to CIP.

Methods: We conducted a retrospective study of patients who underwent standard of care bronchoscopy to compare the cytokines of interest between patients with and without CIP and with and without immune-mediated pulmonary diseases.

Family Caregivers' Experiences of Long-Term Care Residents Living With Dementia During the COVID-19 Pandemic: An International Grounded Theory Study.

Aims: Caution around the COVID-19 pandemic resulted in visitation restrictions to prevent the spread of the virus among vulnerable older persons living in long-term care (LTC), which posed a threat to individual well-being and family togetherness across the globe. The purpose of this study was to explore family caregiver's experience of having a person who is living with dementia residing in a long-term care facility during the COVID-19 pandemic.

Design: Qualitative descriptive study using constructivist grounded theory (GT) methodology.

Deprescribing Cardiovascular Medications in Older Adults Living with Frailty.

Certain medications have shown significant effectiveness in reducing the incidence of cardiovascular events and mortality, leading them to be among those that are prescribed most commonly for Canadian seniors. However, polypharmacy, which disproportionately affects older adults, is particularly concerning for frail individuals who are at higher risk for adverse medication-related events. The deprescribing process is the discontinuation, either immediate or gradual, of inappropriate medications, to address polypharmacy and improve outcomes.