AIMC Topic: Monitoring, Intraoperative

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Perioperative outcomes of robotic partial nephrectomy for intrarenal tumors.

Journal of endourology Jul 31, 2014
INTRODUCTION: Intrarenal tumors pose a unique challenge to surgeons due to the lack of visual cues on the kidney surface. Intraoperative ultrasonography has facilitated the management of these tumors during minimally invasive partial nephrectomy. We ...
Treatment Outcome Operative Time Robotics Aged Kidney Neoplasms Male Humans Carcinoma, Renal Cell Middle Aged Databases, Factual Monitoring, Intraoperative Nephrectomy Retrospective Studies Ultrasonography Female Intraoperative Complications Warm Ischemia
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The effect of selection bias on the performance of a deep learning-based intraoperative hypotension prediction model using real-world samples from a publicly available database.

British journal of anaesthesia Sep 1, 2025
BACKGROUND: There are models to predict intraoperative hypotension from arterial pressure waveforms. Selection bias in datasets used for model development and validation could impact model performance. We aimed to evaluate how selection bias affects ...
Humans Databases, Factual Prospective Studies Female Aged Hypotension Male Selection Bias Middle Aged Datasets as Topic Deep Learning Arterial Pressure Monitoring, Intraoperative Intraoperative Complications Predictive Value of Tests
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Machine Learning with Clinical and Intraoperative Biosignal Data for Predicting Cardiac Surgery-Associated Acute Kidney Injury.

Studies in health technology and informatics Aug 22, 2024
Early identification of patients at high risk of cardiac surgery-associated acute kidney injury (CSA-AKI) is crucial for its prevention. We aimed to leverage perioperative clinical and intraoperative biosignal data to develop machine learning models ...
Middle Aged Postoperative Complications Monitoring, Intraoperative Cardiac Surgical Procedures Humans Machine Learning Biomarkers Acute Kidney Injury Female Aged Male
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Black Box, Gray Box, Clear Box? How Well Must We Understand Monitoring Devices?

Anesthesia and analgesia Jun 1, 2021
Monitoring, Intraoperative Electrocardiography Humans Consciousness Monitors Artificial Intelligence Algorithms Peer Review
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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
Humans Artificial Intelligence Machine Learning Algorithms Biomedical Research Intensive Care Units, Pediatric Blood Transfusion Critical Care Hemorrhage Anesthesia Risk Assessment Postoperative Complications Monitoring, Intraoperative Ultrasonography Hospital Mortality Perioperative Care Patient Admission Intraoperative Complications Heart Arrest Airway Management
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Forecasting a Crisis: Machine-Learning Models Predict Occurrence of Intraoperative Bradycardia Associated With Hypotension.

Anesthesia and analgesia May 1, 2020
BACKGROUND: Predictive analytics systems may improve perioperative care by enhancing preparation for, recognition of, and response to high-risk clinical events. Bradycardia is a fairly common and unpredictable clinical event with many causes; it may ...
Monitoring, Intraoperative Predictive Value of Tests Bradycardia Hypotension Humans Machine Learning Forecasting Retrospective Studies
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Artificial Intelligence in Anesthesiology: Current Techniques, Clinical Applications, and Limitations.

Anesthesiology Feb 1, 2020
Artificial intelligence has been advancing in fields including anesthesiology. This scoping review of the intersection of artificial intelligence and anesthesia research identified and summarized six themes of applications of artificial intelligence ...
Artificial Intelligence Machine Learning Deep Learning Monitoring, Intraoperative Anesthesiology Humans Neural Networks, Computer
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Computer Vision Analysis of Intraoperative Video: Automated Recognition of Operative Steps in Laparoscopic Sleeve Gastrectomy.

Annals of surgery Sep 1, 2019
OBJECTIVE(S): To develop and assess AI algorithms to identify operative steps in laparoscopic sleeve gastrectomy (LSG).
Observer Variation Artificial Intelligence Automation Databases, Factual Video-Assisted Surgery Laparoscopy Retrospective Studies Humans Female Gastrectomy Adult Video Recording Sensitivity and Specificity Academic Medical Centers Male Middle Aged Monitoring, Intraoperative Operative Time
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Feasibility of Automated Propofol Sedation for Transcatheter Aortic Valve Implantation: A Pilot Study.

Anesthesia and analgesia Nov 1, 2017
BACKGROUND: Recently, several trials have shown that closed-loop sedation is feasible. No study has used automated sedation in extremely frail patients, such as those scheduled for transcatheter aortic valve implantation (TAVI). We developed and test...
Hemodynamics Pilot Projects Monitoring, Intraoperative Decision Support Systems, Clinical Treatment Outcome Propofol Hypnotics and Sedatives Robotics Elective Surgical Procedures Equipment Design Female Risk Factors Aged Aged, 80 and over Male Humans Prospective Studies Anesthesia, Intravenous Feasibility Studies Clinical Alarms Anesthetics, Intravenous Transcatheter Aortic Valve Replacement Automation Consciousness Monitors Respiration
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Intraoperative Diagnosis Support Tool for Serous Ovarian Tumors Based on Microarray Data Using Multicategory Machine Learning.

International journal of gynecological cancer : official journal of the International Gynecological Cancer Society Jan 1, 2016
OBJECTIVES: Serous borderline ovarian tumors (SBOTs) are a subtype of serous ovarian carcinoma with atypical proliferation. Frozen-section diagnosis has been used as an intraoperative diagnosis tool in supporting the fertility-sparing surgery by diag...
Neoplasms, Glandular and Epithelial Biomarkers, Tumor Cystadenocarcinoma, Serous Gene Expression Profiling Monitoring, Intraoperative Real-Time Polymerase Chain Reaction Reverse Transcriptase Polymerase Chain Reaction Machine Learning Humans Prognosis Predictive Value of Tests Female Blotting, Western Survival Rate Neoplasm Staging RNA, Messenger Carcinoma, Ovarian Epithelial Gene Expression Regulation, Neoplastic Immunoenzyme Techniques Support Vector Machine Databases, Genetic Ovarian Neoplasms
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