Articles: cations.
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Anesthesia and analgesia · Apr 2023
ReviewArtificial Intelligence for Perioperative Medicine: Perioperative Intelligence.
The anesthesiologist's role has expanded beyond the operating room, and anesthesiologist-led care teams can deliver coordinated care that spans the entire surgical experience, from preoperative optimization to long-term recovery of surgical patients. This expanded role can help reduce postoperative morbidity and mortality, which are regrettably common, unlike rare intraoperative mortality. Postoperative mortality, if considered a disease category, will be the third leading cause of death just after heart disease and cancer. ⋯ Using artificial intelligence technologies, we can critically examine every aspect of perioperative medicine and devise innovative value-based solutions that can potentially improve patient safety and care delivery, while optimizing cost of care. In this narrative review, we discuss specific applications of artificial intelligence that may help advance all aspects of perioperative medicine, including clinical care, education, quality improvement, and research. We also discuss potential limitations of technology and provide our recommendations for successful adoption.
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Randomized Controlled Trial
A double-blind phase II randomized controlled trial of an online cognitive bias modification for interpretation program with and without psychoeducation for people with chronic pain.
Cognitive bias modification for interpretation (CBM-I) is an effective intervention for anxiety, but there is only a single trial in people with chronic pain. The aim of this randomized controlled trial was to test CBM-I with and without psychoeducation for people with chronic pain. We randomized 288 participants to 4 groups comprising treatment (CBM-I vs placebo) with or without psychoeducation. ⋯ Cognitive bias modification of interpretation reduced stress but only for those who also received psychoeducation. This trial shows that CBM-I has promise in the management of pain, but there was limited evidence that psychoeducation improved the efficacy of CBM-I. Cognitive bias modification of interpretation was administered entirely remotely and is highly scalable, but future research should focus on paradigms that lead to better engagement of people with chronic pain with CBM-I.
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The global volume of surgery is increasing. Adverse outcomes after surgery have resource implications and long-term impact on quality of life and consequently represent a significant and underappreciated public health issue. ⋯ The association between short- and long-term outcomes, which persists when corrected for base-line risk, has significant implications for patients and providers and warrants further investigation. Candidate mechanisms include sustained inflammation and reduced physician activity, which may, in the future, be mitigated by targeted interventions.
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Commonly cited studies have reported substantial improvements (defined as >20%) in process measure compliance after implementation of colorectal enhanced recovery programs (ERPs). However, hospitals have anecdotally reported difficulties in achieving similar improvement gains. This study evaluates improvement uniformity among 151 hospitals exposed to an 18-month implementation protocol for 6 colorectal ERP process measures (oral antibiotics, mechanical bowel preparation, multimodal pain control, early mobilization, early liquid intake, and early solid intake). ⋯ Contrary to published ERP literature, the majority of study hospitals had difficulty improving process compliance with 80% of the opportunities not achieving substantial improvement. This discordance between ERP implementation success rates reported in the literature and what is observed in a large sample could reflect differences in hospitals' culture or characteristics, or a publication bias. Attention needs to be directed toward improving ERP adoption across the spectrum of hospital types.
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The aim of this study was to explore beliefs and behaviors of opioid pain medications among patients undergoing elective surgery. ⋯ Patients undergoing common surgical procedures often arrive at their surgical encounter with strong, pre-formed opinions about opioids. Eliciting these preexisting opinions may help surgeons better counsel patients about safe opioid use after surgery.