Editor's Note A new machine learning model using photoplethysmogram (PPG) data more accurately assesses pain during and after surgery compared to existing commercial methods, according to research published January 24 in Nature’s npj Digital Medicine. Analyzing data from 242 patients, researchers developed an XGBoost-based model to assess intraoperative and postoperative…
Editor’s Note Healthcare systems are increasingly establishing long-term collaborations with medical technology companies with the goal of modernizing technology and streamlining operations through ongoing training and consultation services. Modern Healthcare reported the news January 24. Involving substantial financial investments, these collaborations redefine vendor relationships as more strategic and relational, the…
Editor's Note An EHR-integrated closed-loop clinical decision support system (CDSS) significantly reduced unnecessary preoperative testing, improved patient safety, and significantly reduced costs across two hospitals in Madrid, Spain. As detailed in a study published January 3 in npj digital medicine, this system demonstrates the potential of automated guidelines to optimize…
Editor's Note A hospital in Canada could see OR PVC waste reduced by as much as half this year thanks to a perioperative waste reduction project innovated by three fourth-year BSN students from the College of the Rockies. East Kootenay News Online Weekly reported the news January 9. According to…
Editor's Note A significant increase in the use of neoadjuvant systemic cancer therapies is among the most notable findings from the first annual cancer report from The American College of Surgeons (ACS) National Cancer Database (NCDB). The report also emphasizes the value of early detection, innovative therapies, and robust datasets…
Takeaways • Visual management (VM) tools support Lean efforts, leading to improved quality and efficiency. • VM boards provide an overview of processes, facilitate problem solving, and promote staff-manager collaboration. • Other VM tools such as color coding and customized instrument trays can help reduce errors and save money. Lean…
Stem cell therapy is poised to revolutionize regenerative medicine. As these therapies advance, they may alter or even replace certain invasive surgical procedures. Already undergoing advanced clinical trials, orthopedic applications are likely candidates for attracting the earliest adopters. Results so far indicate significant potential for providing alternatives to implants, grafts,…
Data is collected everywhere, from what we click online to whether we run a red light to how many steps we take each day. There is power in data. When leveraged effectively, data reveal patterns, insights, behaviors, and other potentially actionable intelligence. It stands to reason that data would be…
Editor's Note Although the term “value-based care” dates back nearly two decades, payer reimbursement models too often seem more like volume-based care. In a presentation at the upcoming OR Business Management Conference, scheduled February 10-12 at the Saddlebrook Resort in Tampa, Florida, economist Susanna Gallani, PhD, will delve into how…
Editor's Note Preliminary research shows removing breasts or ovaries can significantly improve survival and reduce recurrence risk in young breast cancer patients with BRCA mutations, HealthDay reported December 13. The findings were presented this week at the San Antonio Breast Cancer Symposium. According to the article, researchers analyzed data from…
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