Study: Mortality prediction models fail to recognize severe patient injuries
Editor's Note Machine learning (ML) models designed to predict patient mortality are falling short when it comes to identifying severe injuries that could lead to death, according to a March 27 report in TechTarget. The article focuses on research published in Nature Communications Medicine found that ML mortality prediction models…
Survey: AI reduces administrative burden, improves physician outlook
Editor's Note Physicians are feeling more optimistic about their profession and are beginning to see tangible benefits from AI in reducing administrative tasks, according to the latest Physician Sentiment Survey (PSS) from athenahealth. Physicians’ day-to-day outlook has improved in recent years despite ongoing concerns about US healthcare, the organization reported…
AI reshapes healthcare leadership
Editor's Note Chief data officer (CDO) is a fast-growing C-suite role across the economy, with the notable exception of healthcare. The reasons why might be surprising: these roles have already been filled. Rather than growing, they are evolving. That’s the primary message of a March 4 report in Becker’s Hospital…
Study: Machine learning improves OR efficiency, but challenges remain
Editor's Note Machine learning (ML) is enhancing OR efficiency by optimizing scheduling, predicting surgical durations, and reducing delays, according to a systematic review published February 21 in Cureus. However, privacy concerns, data access limitations, and the need for further validation remain barriers to widespread implementation. The review analyzed 21 studies…
Human resources dashboards reshape workforce planning
Takeaways • HR dashboards facilitate tracking key performance indicators related to recruitment, retention, and staffing needs. • HR dashboard data facilitate planning for current operations as well as new endeavors. • Elements of a successful HR dashboard include capability to determine users’ needs, to filter data in multiple ways, and…
Session: Surfs Up—Rolling Out the OAS CAHPS Survey
Editor's Note In this session, Gail Avigne, MSN, BA, RN, senior consultant, strategic consulting, at Press Ganey Associates LLC, spoke to OR Business Management Conference attendees about the rollout of the Outpatient and Ambulatory Surgery CAHPS (OAS CAHPS) survey, which is a mandatory requirement for ambulatory surgery centers (ASCs) in…
Visual management supports perioperative Lean efforts
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…
Mastering CMS regulations: How to ensure a finding-free Joint Commission survey
Takeaways • Requirements for improvement and condition level deficiency findings have been trending up in recent The Joint Commission surveys. • The scoring trends and OR hot spots focus on infection control, medication management, national patient safety goals, post-surgical electronic health record tracers, and transplant (tissue) safety. • Federal regulations,…
Cloud-based technology addresses resource constraints
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…
No construction required—AI uncovers system-wide capacity
Amid rising demand for surgical procedures, improving perioperative operations is a pressing priority for any hospital. For a system serving one of the fastest-growing counties in the US, it becomes an operational imperative. This is the case for WakeMed Health & Hospitals (WakeMed). With ORs spread across multiple facilities in…
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- Strengthening healthcare cyber defenses challenged by third-party, asset-related risks
- Healthcare’s “Blockbuster Moment:” Dr Dan Weberg to deliver opening keynote address at OR Manager Conference
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- Study: Bariatric surgery beats lifestyle changes for patients with cirrhosis, obesity
- CMS vision shifts as agency halts funding for state programs
- Low-cost blood test predicts cardiovascular event risk
- Hospital M&A activity drops to historic low amid economic and policy uncertainty
- GAO urges HHS to improve drug shortage response coordination