Abstract:Clinic-based physiotherapy schedules conflict with return-to-work timelines after ACL reconstruction. We compare a video-supervised home program with usual in-person care on twelve-week Lysholm scores and session adherence. Tele-rehabilitation matches functional gains when weekly live check-ins are retained, while fully asynchronous apps show lower adherence after week six. Patient interviews emphasize that real-time form correction, not merely exercise videos, sustains engagement during demanding occupational schedules.
Abstract:Empiric UTI guidelines assume geographically uniform resistance patterns that may not hold within sprawling cities. We map Escherichia coli susceptibility from primary care cultures and apply spatial scan statistics to detect high-resistance clusters for key oral agents. Clusters align with neighborhoods reporting informal antibiotic sales and limited culture access, while nearby districts remain closer to national averages. Results argue for locally refreshed empiric menus rather than city-wide first-line defaults alone.
Abstract:Discharge summaries often leave unresolved drug discrepancies that surface only after patients return home. We evaluate a structured pharmacist reconciliation visit within seventy-two hours of discharge for adults with polypharmacy. The intervention arm shows fewer clinically significant discrepancies and a modest reduction in thirty-day unplanned readmissions, concentrated among patients with heart failure or anticoagulants. Process metrics indicate that physician callback pathways determine whether identified issues are corrected before harm occurs.
Abstract:Specialized imaging biomarkers are rarely available in general diabetic foot clinics. We train gradient-boosted models on routinely recorded ulcer size, infection grade, glycemic control, and vascular scores to predict twelve-week non-healing. External validation at a second clinic maintains discrimination above chance and identifies infection grade plus ankle-brachial index as dominant contributors. Calibration plots improve after isotonic adjustment, supporting use as a triage aid rather than a standalone surgical decision tool.
Abstract:Existing moral injury scales are lengthy for repeated staff wellness screening during prolonged surge cycles. We adapt and validate an eight-item inventory in frontline nurses recruited across medical and intensive care units. Exploratory and confirmatory analyses support a two-factor structure separating betrayal-related and self-transgression items, with acceptable internal consistency and expected correlations with burnout and intention to leave. Receiver operating analysis suggests a practical cutoff for flagging staff who may benefit from confidential counseling outreach.
Abstract:Subsidy programs aim to cut indoor smoke exposure, yet adoption and sustained use vary widely across neighborhoods. We link clinic records of lower respiratory infections in children under five with household fuel surveys before and after a staged clean cookstove subsidy. Communities with higher sustained LPG use show larger declines in clinic visits, while mixed-fuel stacking attenuates benefits. Qualitative interviews highlight refill cost and supply reliability as stronger barriers than stove preference, informing subsidy design beyond hardware distribution alone.
Abstract:Pooling labeled radiographs across hospitals often stalls on privacy and governance barriers. We train a shared triage network with federated averaging across four sites that never exchange raw images, evaluating urgent-finding recall against locally trained baselines. Federated models approach centralized performance for pneumothorax and consolidation flags while narrowing site-specific overfitting, although non-identical acquisition protocols still require periodic local fine-tuning. The study outlines operational checklists for federation rounds that clinical IT teams can adopt without relocating archives.
Abstract:Commercial CGM devices are validated mainly under resting or steady aerobic conditions, leaving uncertainty about reading lag during brief anaerobic bursts. We compare interstitial versus capillary glucose at two-minute intervals across supervised HIIT sessions in adults with type 2 diabetes. Mean absolute relative difference widens during peak intervals yet returns within label claims by recovery, and a short warm-up protocol reduces early-session overestimation. Findings support cautious interpretation of real-time alerts during HIIT rather than blanket exercise restrictions based on CGM alone.
Abstract:Synucleinopathy often co-presents with dream enactment years before measurable dementia. Annual Montreal Cognitive Assessment scores over four years were compared in idiopathic Parkinson cohorts stratified by polysomnography-confirmed REM behavior disorder. Comorbid sleep motor disinhibition predicts faster executive and visuospatial decline after adjustment for dopaminergic dose and orthostatic symptoms, highlighting sleep history as a prognostic anchor in movement disorder clinics.
Abstract:Mobile labor forces encounter fragmented primary care and incomplete immunization records. Door-to-door surveys linked self-reported dose history with rapid surface antibody testing at harvest dormitories. Completion of the three-dose series lagged national averages, and seroprotection fell sharply among workers over thirty-five years, supporting on-site catch-up clinics coordinated with employers before peak season mobility.