AIMC Topic: Perioperative Care
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Emerging Technology and the Future of Perioperative Care: Perspectives and Recommendations From the 2023 Stoelting Conference of the Anesthesia Patient Safety Foundation.
Anesthesia and analgesia
Jul 1, 2025
Anesthesiology has a longstanding commitment to patient safety, characterized by innovative research, quality improvement, multidisciplinary collaboration, and engineering-based approaches to care systems. The field has been instrumental in advancing...
Just another tool in their repertoire: uncovering insights into public and patient perspectives on clinicians' use of machine learning in perioperative care.
Journal of the American Medical Informatics Association : JAMIA
Jan 1, 2025
OBJECTIVES: Successful implementation of machine learning-augmented clinical decision support systems (ML-CDSS) in perioperative care requires the prioritization of patient-centric approaches to ensure alignment with societal expectations. We assesse...
From Notes to Knowledge: Deciphering Perioperative Risky Substance Use through Natural Language Processing.
Anesthesiology
Nov 1, 2024
Artificial Intelligence in Perioperative Care: Opportunities and Challenges.
Anesthesiology
Aug 1, 2024
Artificial intelligence (AI) applications have great potential to enhance perioperative care. This paper explores promising areas for AI in anesthesiology; expertise, stakeholders, and infrastructure for development; and barriers and challenges to im...
Machine Learning Applied to Registry Data: Development of a Patient-Specific Prediction Model for Blood Transfusion Requirements During Craniofacial Surgery Using the Pediatric Craniofacial Perioperative Registry Dataset.
Anesthesia and analgesia
Jan 1, 2021
BACKGROUND: Craniosynostosis is the premature fusion of ≥1 cranial sutures and often requires surgical intervention. Surgery may involve extensive osteotomies, which can lead to substantial blood loss. Currently, there are no consensus recommendation...
Machine Learning and Artificial Intelligence in Pediatric Research: Current State, Future Prospects, and Examples in Perioperative and Critical Care.
The Journal of pediatrics
Jun 1, 2020
Airway Management
Perioperative Care
Patient Admission
Intraoperative Complications
Risk Assessment
Heart Arrest
Postoperative Complications
Critical Care
Machine Learning
Monitoring, Intraoperative
Hemorrhage
Algorithms
Humans
Intensive Care Units, Pediatric
Anesthesia
Ultrasonography
Biomedical Research
Artificial Intelligence
Blood Transfusion
Hospital Mortality
Early Detection of Heart Failure With Reduced Ejection Fraction Using Perioperative Data Among Noncardiac Surgical Patients: A Machine-Learning Approach.
Anesthesia and analgesia
May 1, 2020
BACKGROUND: Heart failure with reduced ejection fraction (HFrEF) is a condition imposing significant health care burden. Given its syndromic nature and often insidious onset, the diagnosis may not be made until clinical manifestations prompt further ...
Artificial Intelligence in Anesthesiology: Hype, Hope, and Hurdles.
Anesthesia and analgesia
May 1, 2020
Concepts in creating an evidence-based anesthetic protocol for robot-assisted laparoscopic pelvic surgery.
The Journal of medical practice management : MPM
Jan 1, 2015
BACKGROUND: Robotic-assisted surgery has increased in popularity in recent years. Benefits have been observed for both the patient and hospital system as the technology shifts surgery from the open to the laparoscopic arena. Some of the advantages of...
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