Journal of the American College of Surgeons
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Thirty years after the Mangled Extremity Severity Score was developed, advances in vascular, trauma, and orthopaedic surgery have rendered the sensitivity of this score obsolete. A significant number of patients receive amputation during subsequent admissions, which are often missed in the analysis of amputation at the index admission. We aimed to identify risk factors for and predict amputation on initial admission or within 30 days of discharge (peritraumatic amputation [PTA]). ⋯ Machine learning-based prediction models combined with sampling algorithms (such as the NearMiss algorithm in this study), can help identify patients with traumatic arterial injuries at high risk for amputation and guide targeted intervention in the modern age of vascular surgery.
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Observational Study
Finding the Most Favorable Timing for Cholecystectomy after Percutaneous Cholecystostomy Tube Placement: An Analysis of Institutional and National Data.
Early cholecystectomy (E-CCY; 8 weeks or less) after percutaneous cholecystostomy tube (PCT) placement has been associated with increased postoperative complications, but this finding has not been validated at a national level and PCT-related complications and interventions (PCT-RCIs) were not evaluated. ⋯ Increased operative complications when IC is performed within 1 month of PCT placement and increased PCT-RCIs when IC is performed 8 weeks after PCT placement suggest that the most favorable timing for IC is between 4 and 8 weeks after PCT placement.
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Burnout is prevalent among surgical residents. Neurofeedback is a technique to train the brain in self-regulation skills. We aimed to assess the impact of neurofeedback on the cognitive workload and personal growth areas of surgery residents with burnout and depression. ⋯ Both groups showed high cognitive workload in the pre-assessment. After the neurofeedback intervention, the treatment group showed a significant (p < 0.01) improvement in cognitive workload via EEG during the working memory task. These differences were not noted in the control group. There was significant correlation between time (NFB sessions) and average improvement in all growth areas (r = 0.98) CONCLUSIONS: Residents demonstrated high levels of burnout, correlating with EEG patterns indicative of post-traumatic stress disorder. There was a notable change in cognitive workload after the neurofeedback treatment, suggesting a return to a more efficient neural network.
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High value care (HVC), maximizing quality while minimizing cost, has become a major focus of surgical practice. Effective education in healthcare value concepts is critical during residency to ensure graduates are able to deliver high value surgical care and participate in interprofessional teams to improve the system. ⋯ Multimodal assessment demonstrated improvement in residents' objective knowledge of HVC principles, residents' ability to design and lead clinical value improvement projects, and residents' confidence they could use HVC principles in their current and future practice.
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We designed a model for pre- and postoperative discussions between faculty and trainees to maximize educational yield of cases and accelerate residents' technical development. We sought to study its effect on surgical education via participant perceptions and longitudinal validated performance evaluations. ⋯ Our structured model for perioperative educational discussions, consisting of the preoperative "Education Time Out" and postoperative "Education Debrief," significantly improved faculty and resident satisfaction and was associated with measurable improvements in resident technical skills without requiring significantly more time.