AIMC Topic: Reoperation

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Predicting Unplanned Return to Operating Room Following Primary Total Shoulder Arthroplasty: Insights from Fair and Explainable Ensemble Machine Learning.

Studies in health technology and informatics Sep 24, 2024
Reoperation is the most significant complication following any surgical procedure. Developing machine learning methods that predict the need for reoperation will allow for improved shared surgical decision making and patient-specific and preoperative...
Postoperative Complications Reoperation Operating Rooms Arthroplasty, Replacement, Shoulder Humans Machine Learning Female Male
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Establishing and clinically validating a machine learning model for predicting unplanned reoperation risk in colorectal cancer.

World journal of gastroenterology Jun 21, 2024
BACKGROUND: Colorectal cancer significantly impacts global health, with unplanned reoperations post-surgery being key determinants of patient outcomes. Existing predictive models for these reoperations lack precision in integrating complex clinical d...
China Retrospective Studies ROC Curve Female Humans Nomograms Risk Factors Machine Learning Reoperation Aged Middle Aged Adult Risk Assessment Colorectal Neoplasms Postoperative Complications Male
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Predicting Anterior Cruciate Ligament Reconstruction Revision: A Machine Learning Analysis Utilizing the Norwegian Knee Ligament Register.

The Journal of bone and joint surgery. American volume Jan 19, 2022
BACKGROUND: Several factors are associated with an increased risk of anterior cruciate ligament (ACL) reconstruction revision. However, the ability to accurately translate these factors into a quantifiable risk of revision at a patient-specific level...
Machine Learning Female Risk Factors Male Humans Norway Anterior Cruciate Ligament Reconstruction Predictive Value of Tests Registries Reoperation
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Letter to the Editor regarding "Risk of Postoperative Complications and Revision Surgery Following Robot-assisted Posterior Lumbar Spinal Fusion".

Spine Mar 15, 2021
Lumbosacral Region Robotics Spinal Fusion Reoperation Humans Postoperative Complications
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Letter to the Editor regarding: "Risk of Postoperative Complications and Revision Surgery Following Robot-assisted Posterior Lumbar Spinal Fusion" by Yang et al.

Spine Mar 15, 2021
Humans Postoperative Complications Robotics Spinal Fusion Reoperation Lumbosacral Region
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Can Machine-learning Algorithms Predict Early Revision TKA in the Danish Knee Arthroplasty Registry?

Clinical orthopaedics and related research Sep 1, 2020
BACKGROUND: Revision TKA is a serious adverse event with substantial consequences for the patient. As the demand for TKA rises, reducing the risk of revision TKA is becoming increasingly important. Predictive tools based on machine-learning algorithm...
Arthroplasty, Replacement, Knee Reoperation Preoperative Period Osteoarthritis, Knee Knee Injuries Machine Learning Denmark Algorithms Predictive Value of Tests Female Registries Risk Factors Risk Assessment Body Weight Aged Postoperative Complications Adult Age Factors Humans Male Middle Aged
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A Deep Learning Approach in Rebubbling After Descemet's Membrane Endothelial Keratoplasty.

Eye & contact lens Mar 1, 2020
PURPOSE: To evaluate the efficacy of deep learning in judging the need for rebubbling after Descemet's endothelial membrane keratoplasty (DMEK).
Humans Aged Retrospective Studies Descemet Stripping Endothelial Keratoplasty Male ROC Curve Tomography, Optical Coherence Corneal Endothelial Cell Loss Female Deep Learning Models, Theoretical Reoperation Fuchs' Endothelial Dystrophy Visual Acuity Area Under Curve Descemet Membrane
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Editorial Comment.

The Journal of urology May 1, 2019
Humans Child Kidney Ureter Robotics Laparoscopy Reoperation
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Editorial Comment.

The Journal of urology May 1, 2019
Humans Child Kidney Robotics Laparoscopy Reoperation Ureter
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Reconstruction/Repair of Iatrogenic Biliary Injuries: Is the Robot Offering a New Option? Short Clinical Report.

Annals of surgery Jan 1, 2018
OBJECTIVE: The aim of this study is to analyze perioperative outcomes of robotic reconstruction of iatrogenic biliary injuries and describe the surgical technique in detail.
Gallbladder Male Cholangiopancreatography, Endoscopic Retrograde Middle Aged Cholecystectomy, Laparoscopic Intraoperative Complications Humans Robotics Bile Ducts Anastomosis, Surgical Bile Duct Diseases Retrospective Studies Plastic Surgery Procedures Iatrogenic Disease Jejunum Female Reoperation Conversion to Open Surgery
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