AIMC Topic: Reoperation

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Predicting 30-day unplanned hospital readmission after revision total knee arthroplasty: machine learning model analysis of a national patient cohort.

Medical & biological engineering & computing Mar 7, 2024
Revision total knee arthroplasty (TKA) is associated with a higher risk of readmission than primary TKA. Identifying individual patients predisposed to readmission can facilitate proactive optimization and increase care efficiency. This study develop...
Humans Neural Networks, Computer Machine Learning Female Cohort Studies Patient Readmission Arthroplasty, Replacement, Knee Reoperation Aged Male Middle Aged Length of Stay
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Deep Learning Prediction of Cervical Spine Surgery Revision Outcomes Using Standard Laboratory and Operative Variables.

World neurosurgery Feb 24, 2024
BACKGROUND: Cervical spine procedures represent a major proportion of all spine surgery. Mitigating the revision rate following cervical procedures requires careful patient selection. While complication risk has successfully been predicted, revision ...
Humans Female Aged Adult Cohort Studies Treatment Outcome Cervical Vertebrae Spinal Fusion Male Middle Aged Postoperative Complications Deep Learning Reoperation Decompression, Surgical
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Predicting reoperation and readmission for head and neck free flap patients using machine learning.

Head & neck Feb 15, 2024
BACKGROUND: To develop machine learning (ML) models predicting unplanned readmission and reoperation among patients undergoing free flap reconstruction for head and neck (HN) surgery.
Patient Readmission Reoperation Free Tissue Flaps Aged Machine Learning Adult Databases, Factual Male Retrospective Studies Female Middle Aged Postoperative Complications Head and Neck Neoplasms Humans Plastic Surgery Procedures
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Prediction of 30-Day Morbidity and Mortality After Conversion of Sleeve Gastrectomy to Roux-en-Y Gastric Bypass: Use of an Artificial Neural Network.

The American surgeon Jan 10, 2024
BACKGROUND: Conversion of sleeve gastrectomy to Roux-en-Y gastric bypass is indicated primarily for unsatisfactory weight loss or gastroesophageal reflux disease (GERD). This study aimed to use a comprehensive database to define predictors of 30-day ...
Patient Readmission Gastroesophageal Reflux Reoperation Adult Male Middle Aged Postoperative Complications Gastrectomy Gastric Bypass Obesity, Morbid Humans Neural Networks, Computer Retrospective Studies Female
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Deep-Learning Automation of Preoperative Radiographic Parameters Associated With Early Periprosthetic Femur Fracture After Total Hip Arthroplasty.

The Journal of arthroplasty Nov 23, 2023
BACKGROUND: The radiographic assessment of bone morphology impacts implant selection and fixation type in total hip arthroplasty (THA) and is important to minimize the risk of periprosthetic femur fracture (PFF). We utilized a deep-learning algorithm...
Humans Retrospective Studies Femoral Fractures Risk Factors Hip Prosthesis Deep Learning Periprosthetic Fractures Reoperation Arthroplasty, Replacement, Hip Femur
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Using Machine Learning to Select Breast Implant Volume.

Plastic and reconstructive surgery Oct 16, 2023
BACKGROUND: In breast augmentation surgery, selection of the appropriate breast implant size is a crucial step that can greatly affect patient satisfaction and the outcome of the procedure. However, this decision is often based on the subjective judg...
Humans Machine Learning Algorithms Retrospective Studies Female Breast Implants Young Adult Prosthesis Design Adult Patient Satisfaction Middle Aged Reoperation Breast Implantation
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Impact of heart failure on reoperation in adult congenital heart disease: An innovative machine learning model.

The Journal of thoracic and cardiovascular surgery Sep 28, 2023
OBJECTIVES: The study objectives were to evaluate the association between preoperative heart failure and reoperative cardiac surgical outcomes in adult congenital heart disease and to develop a risk model for postoperative morbidity/mortality.
Reoperation Heart Defects, Congenital Time Factors Treatment Outcome Cardiac Surgical Procedures Heart Failure Middle Aged Risk Assessment Postoperative Complications Female Risk Factors Adult Male Humans Machine Learning Retrospective Studies
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Predicting anterior cruciate ligament failure load with T* relaxometry and machine learning as a prospective imaging biomarker for revision surgery.

Scientific reports Mar 2, 2023
Non-invasive methods to document healing anterior cruciate ligament (ACL) structural properties could potentially identify patients at risk for revision surgery. The objective was to evaluate machine learning models to predict ACL failure load from m...
Animals Swine Reoperation Anterior Cruciate Ligament Machine Learning Humans Swine, Miniature Prospective Studies Biomarkers
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Standardized Fixation Zones and Cone Assessments for Revision Total Knee Arthroplasty Using Deep Learning.

The Journal of arthroplasty Feb 13, 2023
BACKGROUND: Achieving adequate implant fixation is critical to optimize survivorship and postoperative outcomes after revision total knee arthroplasty (rTKA). Three anatomical zones (ie, epiphysis, metaphysis, and diaphysis) have been proposed to ass...
Knee Prosthesis Knee Joint Arthroplasty, Replacement, Knee Tibia Humans Reoperation Retrospective Studies Deep Learning
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Role of robotic platforms in bariatric revision surgery.

Cirugia espanola Feb 11, 2023
Humans Robotics Robotic Surgical Procedures Bariatric Surgery Reoperation
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