AIMC Topic: Intraoperative Complications

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Screening risk factors for the occurrence of wedge effects in intramedullary nail fixation for intertrochanteric fractures in older people via machine learning and constructing a prediction model: a retrospective study.

BMC musculoskeletal disorders Apr 22, 2025
PURPOSE: The wedge effect (V-effect) is a common complication in intramedullary nailing surgery for intertrochanteric fractures and can significantly affect postoperative outcomes. The purpose of this study was to screen risk factors for the intraope...
Machine Learning Retrospective Studies Female Risk Factors Humans Risk Assessment Postoperative Complications China Fracture Fixation, Intramedullary Aged Aged, 80 and over Male Middle Aged Hip Fractures Bone Nails Intraoperative Complications
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Systematic review on the use of artificial intelligence to identify anatomical structures during laparoscopic cholecystectomy: a tool towards the future.

Langenbeck's archives of surgery Mar 18, 2025
PURPOSE: Bile duct injury (BDI) during laparoscopic cholecystectomy (LC) is a dreaded complication. Artificial intelligence (AI) has recently been introduced in surgery. This systematic review aims to investigate whether AI can guide surgeons in iden...
Cholecystectomy, Laparoscopic Bile Ducts Intraoperative Complications Humans Artificial Intelligence
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Diastolic Versus Systolic or Mean Intraoperative Hypotension as Predictive of Perioperative Myocardial Injury in a White-Box Machine-Learning Model.

Anesthesia and analgesia Feb 20, 2025
BACKGROUND: Intraoperative hypotension (IOH) and tachycardia are associated with perioperative myocardial injury (PMI), and thereby increased postoperative mortality. Patients undergoing vascular surgery are specifically at risk of developing cardiac...
Intraoperative Complications Diastole Tachycardia Hypotension Risk Factors Humans Heart Rate Aged Machine Learning Monitoring, Intraoperative Arterial Pressure Male Prospective Studies Systole Predictive Value of Tests Middle Aged Female Blood Pressure Troponin T
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Perioperative goal-directed therapy with artificial intelligence to reduce the incidence of intraoperative hypotension and renal failure in patients undergoing lung surgery: A pilot study.

Journal of clinical anesthesia Feb 14, 2025
STUDY OBJECTIVE: The aim of this study was to investigate whether goal-directed treatment using artificial intelligence, compared to standard care, can reduce the frequency, duration, and severity of intraoperative hypotension in patients undergoing ...
Single-Blind Method Pulmonary Surgical Procedures Hypotension Intraoperative Complications Perioperative Care Female Humans Middle Aged One-Lung Ventilation Aged Artificial Intelligence Postoperative Complications Acute Kidney Injury Male Pilot Projects Incidence
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Development of an artificial intelligence system to indicate intraoperative findings of scarring in laparoscopic cholecystectomy for cholecystitis.

Surgical endoscopy Jan 21, 2025
BACKGROUND: The surgical difficulty of laparoscopic cholecystectomy (LC) for acute cholecystitis (AC) and the risk of bile duct injury (BDI) depend on the degree of fibrosis and scarring caused by inflammation; therefore, understanding these intraope...
Humans Cicatrix Cholecystectomy, Laparoscopic Bile Ducts Cholecystitis, Acute Intraoperative Complications Adult Artificial Intelligence Male Algorithms Middle Aged Female Deep Learning Aged
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Intraoperative Hypotension Prediction: Current Methods, Controversies, and Research Outlook.

Anesthesia and analgesia Oct 23, 2024
Intraoperative hypotension prediction has been increasingly emphasized due to its potential clinical value in reducing organ injury and the broad availability of large-scale patient datasets and powerful machine learning tools. Hypotension prediction...
Humans Blood Pressure Hypotension Arterial Pressure Intraoperative Complications Risk Factors Risk Assessment Monitoring, Intraoperative Predictive Value of Tests
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Clinical Application of Artificial Intelligence in Prediction of Intraoperative Cerebrospinal Fluid Leakage in Pituitary Surgery: A Systematic Review and Meta-Analysis.

World neurosurgery Sep 10, 2024
BACKGROUND: Postoperative cerebrospinal fluid (CSF) leakage is the leading adverse event in transsphenoidal surgery. Intraoperative CSF (ioCSF) leakage is one of the most important predictive factors for postoperative CSF leakage. This systematic rev...
Humans Artificial Intelligence Postoperative Complications Pituitary Neoplasms Cerebrospinal Fluid Leak Neurosurgical Procedures Intraoperative Complications
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Prediction of intraoperative hypotension using deep learning models based on non-invasive monitoring devices.

Journal of clinical monitoring and computing Aug 19, 2024
PURPOSE: Intraoperative hypotension is associated with adverse outcomes. Predicting and proactively managing hypotension can reduce its incidence. Previously, hypotension prediction algorithms using artificial intelligence were developed for invasive...
Middle Aged Deep Learning Monitoring, Intraoperative ROC Curve Humans Blood Pressure Monitors Capnography Reproducibility of Results Artificial Intelligence Aged Area Under Curve Algorithms Adult Hypotension Photoplethysmography Databases, Factual Male Intraoperative Complications Electrocardiography Female Consciousness Monitors Blood Pressure Determination Blood Pressure
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Predictive ability of hypotension prediction index and machine learning methods in intraoperative hypotension: a systematic review and meta-analysis.

Journal of translational medicine Aug 5, 2024
INTRODUCTION: Intraoperative Hypotension (IOH) poses a substantial risk during surgical procedures. The integration of Artificial Intelligence (AI) in predicting IOH holds promise for enhancing detection capabilities, providing an opportunity to impr...
Machine Learning ROC Curve Hypotension Intraoperative Complications Humans
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Deep Learning-Based Real-Time Ureter Identification in Laparoscopic Colorectal Surgery.

Diseases of the colon and rectum Jul 3, 2024
BACKGROUND: Iatrogenic ureteral injury is a serious complication of abdominopelvic surgery. Identifying the ureters intraoperatively is essential to avoid iatrogenic ureteral injury. We developed a model that may minimize this complication.
Intraoperative Complications Iatrogenic Disease Colorectal Surgery Deep Learning Humans Laparoscopy Neural Networks, Computer Video Recording Algorithms Ureter
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