AIMC Topic: Surgical Procedures, Operative

Clear Filters Showing 81 to 90 of 105 articles

Surgical data science and artificial intelligence for surgical education.

Journal of surgical oncology Aug 1, 2021
Surgical data science (SDS) aims to improve the quality of interventional healthcare and its value through the capture, organization, analysis, and modeling of procedural data. As data capture has increased and artificial intelligence (AI) has advanc...
Artificial Intelligence Clinical Competence Data Science Decision Support Systems, Clinical Humans North America Surgical Oncology Europe Surgical Procedures, Operative Education, Medical, Graduate
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Prediction of Prolonged Opioid Use After Surgery in Adolescents: Insights From Machine Learning.

Anesthesia and analgesia Aug 1, 2021
BACKGROUND: Long-term opioid use has negative health care consequences. Patients who undergo surgery are at risk for prolonged opioid use after surgery (POUS). While risk factors have been previously identified, no methods currently exist to determin...
Time Factors Machine Learning Child Treatment Outcome Decision Support Techniques Age Factors Analgesics, Opioid Male Female Humans Retrospective Studies Surgical Procedures, Operative Predictive Value of Tests Pain Management Risk Assessment Risk Factors Pain, Postoperative Drug Administration Schedule Adolescent Young Adult
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Equity and Artificial Intelligence in Surgical Care.

JAMA surgery Jun 1, 2021
Clinical Decision-Making Healthcare Disparities Patient Selection Humans Artificial Intelligence Surgical Procedures, Operative Bias, Implicit
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Natural Language Processing in Surgery: A Systematic Review and Meta-analysis.

Annals of surgery May 1, 2021
OBJECTIVE: The aim of this study was to systematically assess the application and potential benefits of natural language processing (NLP) in surgical outcomes research.
Surgical Procedures, Operative Humans Algorithms Electronic Health Records Narration Natural Language Processing
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Probabilistic forecasting of surgical case duration using machine learning: model development and validation.

Journal of the American Medical Informatics Association : JAMIA Dec 9, 2020
OBJECTIVE: Accurate estimations of surgical case durations can lead to the cost-effective utilization of operating rooms. We developed a novel machine learning approach, using both structured and unstructured features as input, to predict a continuou...
Operating Rooms Natural Language Processing Datasets as Topic Surgical Procedures, Operative Reproducibility of Results Operative Time Models, Statistical Machine Learning Humans Forecasting Neural Networks, Computer
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VR and machine learning: novel pathways in surgical hands-on training.

Current opinion in urology Nov 1, 2020
PURPOSE OF REVIEW: Surgical training has dramatically changed over the last decade. It has become not only the way to prepare surgeons for their everyday work, but also a way to certify their skills thus increasing patient safety. This article review...
Humans Psychomotor Performance Surgical Procedures, Operative Clinical Competence Artificial Intelligence Simulation Training Virtual Reality Machine Learning Educational Measurement Computer Simulation
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Portable Automated Surveillance of Surgical Site Infections Using Natural Language Processing: Development and Validation.

Annals of surgery Oct 1, 2020
OBJECTIVES: We present the development and validation of a portable NLP approach for automated surveillance of SSIs.
Population Surveillance Natural Language Processing Surgical Wound Infection Quality Improvement Surgical Procedures, Operative Middle Aged Cohort Studies Mobile Applications Aged Humans Adult Female Male
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Artificial Intelligence and Surgical Decision-making.

JAMA surgery Feb 1, 2020
IMPORTANCE: Surgeons make complex, high-stakes decisions under time constraints and uncertainty, with significant effect on patient outcomes. This review describes the weaknesses of traditional clinical decision-support systems and proposes that arti...
Clinical Decision-Making Time Factors Decision Support Systems, Clinical Intuition Emotions Humans Surgical Procedures, Operative Artificial Intelligence Uncertainty Electronic Health Records
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Artificial Intelligence and its role in surgical care in low-income and middle-income countries.

The Lancet. Digital health Dec 1, 2019
Poverty Humans Income Artificial Intelligence Surgical Procedures, Operative Developing Countries
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High Efficiency Video Coding (HEVC)-Based Surgical Telementoring System Using Shallow Convolutional Neural Network.

Journal of digital imaging Dec 1, 2019
Surgical telementoring systems have gained lots of interest, especially in remote locations. However, bandwidth constraint has been the primary bottleneck for efficient telementoring systems. This study aims to establish an efficient surgical telemen...
Humans Video Recording Neural Networks, Computer Mentoring Telemedicine Surgical Procedures, Operative
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