Journal of the American College of Surgeons
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Despite advancements in abdominal wall reconstruction (AWR) techniques, hernia recurrences (HRs), surgical site occurrences (SSOs), and unplanned hospital readmissions persist. We sought to develop, validate, and evaluate machine learning (ML) algorithms for predicting complications after AWR. ⋯ ML algorithms trained on readily available preoperative clinical data accurately predicted complications of AWR. Our findings support incorporating ML models into the preoperative assessment of patients undergoing AWR to provide data-driven, patient-specific risk assessment.
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Malnutrition is common among patients with cancer and is a known risk factor for poor postoperative outcomes; however, preoperative nutritional optimization guidelines are lacking in this high-risk population. The objective of this study was to review the evidence regarding preoperative nutritional optimization of patients undergoing general surgical operations for the treatment of cancer. ⋯ Preoperative nutritional counseling and immunonutrition supplementation should be considered for patients undergoing surgical treatment of gastrointestinal malignancy. For malnourished patients, protein-calorie supplementation should be considered, and for patients undergoing colorectal cancer surgery, probiotics or symbiotic supplementation should be considered.
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Review
Moving Beyond Diversity: A Scoping Review of Inclusion Initiatives in the Surgical Workforce.
Addressing racial disparities within the surgical workforce is vital to provide quality care to all patients; inclusion is critical to do so. Inclusion signifies a move beyond numerical representation; tangible goals include reducing attrition and maximizing career development. The aims of this review were to (1) test whether there are academically published interventions or frameworks addressing inclusion in the surgical workforce and (2) characterize these interventions or frameworks. ⋯ Common themes included systematic reform of recruitment policies and practices, increased access to targeted mentorship, gaining leadership support, and increased avenues for underrepresented faculty advancement. While limited, promising work has been undertaken through national collaboration and model institutional work. Future considerations may include incentivizing academic publication of inclusion work, increasing access to funding, and rewarding these efforts in career advancement.
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Review
Moving Beyond Diversity: A Scoping Review of Inclusion Initiatives in the Surgical Workforce.
Addressing racial disparities within the surgical workforce is vital to provide quality care to all patients; inclusion is critical to do so. Inclusion signifies a move beyond numerical representation; tangible goals include reducing attrition and maximizing career development. The aims of this review were to (1) test whether there are academically published interventions or frameworks addressing inclusion in the surgical workforce and (2) characterize these interventions or frameworks. ⋯ Common themes included systematic reform of recruitment policies and practices, increased access to targeted mentorship, gaining leadership support, and increased avenues for underrepresented faculty advancement. While limited, promising work has been undertaken through national collaboration and model institutional work. Future considerations may include incentivizing academic publication of inclusion work, increasing access to funding, and rewarding these efforts in career advancement.
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Review
Emergency General Surgery Quality Improvement: A Review of Recommended Structure and Key Issues.
Emergency general surgery (EGS) accounts for 11% of hospital admissions, with more than 3 million admissions per year and more than 50% of operative mortality in the US. Recent research into EGS has ignited multiple quality improvement initiatives, and the process of developing national standards and verification in EGS has been initiated. Such programs for quality improvement in EGS include registry formation, protocol and standards creation, evidenced-based protocols, disease-specific protocol implementation, regional collaboratives, targeting of high-risk procedures such as exploratory laparotomy, focus on special populations like geriatrics, and targeting improvements in high opportunity outcomes such as failure to rescue. The authors present a collective narrative review of advances in quality improvement structure in EGS in recent years and summarize plans for a national EGS registry and American College of Surgeons verification for this under-resourced area of surgery.