Anesthesia and analgesia
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Anesthesia and analgesia · Oct 2023
ReviewMachine Vision and Image Analysis in Anesthesia: Narrative Review and Future Prospects.
Machine vision describes the use of artificial intelligence to interpret, analyze, and derive predictions from image or video data. Machine vision-based techniques are already in clinical use in radiology, ophthalmology, and dermatology, where some applications currently equal or exceed the performance of specialty physicians in areas of image interpretation. While machine vision in anesthesia has many potential applications, its development remains in its infancy in our specialty. ⋯ The performance and potential uses of machine vision for anesthesia will only grow with the advancement of underlying machine vision algorithm technical performance developed outside of medicine, such as convolutional neural networks and transfer learning. This article summarizes recently published works of interest, provides a brief overview of techniques used to create machine vision applications, explains frequently used terms, and discusses challenges the specialty will encounter as we embrace the advantages that this technology may bring to future clinical practice and patient care. As machine vision emerges onto the clinical stage, it is critically important that anesthesiologists are prepared to confidently assess which of these devices are safe, appropriate, and bring added value to patient care.
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Anesthesia and analgesia · Oct 2023
Clinical TrialMinimizing Lung Injury During Laparoscopy in Head-Down Tilt: A Physiological Cohort Study.
Increased intra-abdominal pressure during laparoscopy induces atelectasis. Positive end-expiratory pressure (PEEP) can alleviate atelectasis but may cause hyperinflation. Cyclic opening of collapsed alveoli and hyperinflation can lead to ventilator-induced lung injury and postoperative pulmonary complications. We aimed to study the effect of PEEP on atelectasis, lung stress, and hyperinflation during laparoscopy in the head-down (Trendelenburg) position. ⋯ Higher PEEP levels during laparoscopy in the head-down position facilitate lung-protective ventilation. Atelectasis and lung stress are reduced in the absence of global alveolar hyperinflation.
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Anesthesia and analgesia · Oct 2023
The Anesthesiology Physician-Scientist Pipeline: Current Status and Recommendations for Future Growth-An Initiative of the Anesthesia Research Council.
The limited number and diversity of resident physicians pursuing careers as physician-scientists in medicine has been a concern for many decades. The Anesthesia Research Council aimed to address the status of the anesthesiology physician-scientist pipeline, benchmarked against other medical specialties, and to develop strategic recommendations to sustain and expand the number and diversity of anesthesiology physician-scientists. The working group analyzed data from the Association of American Medical Colleges and the National Resident Matching Program to characterize the diversity and number of research-oriented residents from US and international allopathic medical schools entering 11 medical specialties from 2009 to 2019. ⋯ There has been a 72% increase in both the total NIH funding awarded to anesthesiology departments and the number of NIH K-series mentored training grants (eg, K08 and K23) awarded to anesthesiology physician-scientists between 2015 and 2020. Recommendations for expanding the size and diversity of the anesthesiology physician-scientist pipeline included (1) developing strategies to increase the number of research intensive anesthesiology departments; (2) unifying the diverse programs among academic anesthesiology foundations and societies that seek to grow research in the specialty; (3) adjusting American Society of Anesthesiologists metrics of success to include the number of anesthesiology physician-scientists with extramural research support; (4) increasing the number of mentored awards from Foundation of Anesthesia Education and Research (FAER) and International Anesthesia Research Society (IARS); (5) supporting an organized and concerted effort to inform research-oriented medical students of the diverse research opportunities within anesthesiology should include the specialty being represented at the annual meetings of Medical Scientist Training Program (MSTP) students and the American Physician Scientist Association, as well as in institutional MSTP programs. The medical specialty of anesthesiology is defined by new discoveries and contributions to perioperative medicine which will only be sustained by a robust pipeline of anesthesiology physician-scientists.
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Anesthesia and analgesia · Oct 2023
The Women in Cardiothoracic Anesthesiology Special Interest Group: What Can the Lessons of One Anesthesiology Affinity Group Tell Us About How to Build Impactful Professional Communities?
The Women In Cardiothoracic Anesthesiology (WICTA), a special interest group of the Society of Cardiovascular Anesthesiologists, has been highly successful in mobilizing WICTA, a historically underrepresented and marginalized group in the subspecialty, and in supporting real and meaningful change in the professional community. The experience of WICTA as a professional affinity group in impacting a professional organization to diversify, evolve, and become more responsive to a wider professional audience has important lessons for other professional organizations. ⋯ These strategies include engaging a strong advisory board, identifying the need of constituents, creating additional opportunities for networking and membership, addressing gaps in professional development, and aligning goals with those of the larger national organization. WICTA is just one example of the potential opportunities that affinity groups offer to professional societies and organizations for expanding their reach, enhancing their impact on physicians in their target audience, and achieving organizational missions.