AIMC Topic: Surgical Wound Infection

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Application of machine learning algorithms to predict postoperative surgical site infections and surgical site occurrences following inguinal hernia surgery.

Hernia : the journal of hernias and abdominal wall surgery Sep 17, 2024
PURPOSE: This study aimed to develop, validate, and evaluate machine learning (ML) algorithms for predicting Surgical site infections (SSI) and surgical site occurrences (SSO) after elective open inguinal hernia surgery.
Risk Factors Aged Adult Male Algorithms Retrospective Studies Female Surgical Wound Infection Humans Antibiotic Prophylaxis Machine Learning Herniorrhaphy Hernia, Inguinal Middle Aged Risk Assessment Predictive Value of Tests
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Digital wound monitoring with artificial intelligence to prioritise surgical wounds in cardiac surgery patients for priority or standard review: protocol for a randomised feasibility trial (WISDOM).

BMJ open Sep 17, 2024
INTRODUCTION: Digital surgical wound monitoring for patients at home is becoming an increasingly common method of wound follow-up. This regular monitoring improves patient outcomes by detecting wound complications early and enabling treatment to star...
Randomized Controlled Trials as Topic Humans Cardiac Surgical Procedures Surgical Wound Artificial Intelligence Surgical Wound Infection Feasibility Studies Monitoring, Physiologic
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-A machine learning model to predict surgical site infection after surgery of lower extremity fractures.

International orthopaedics May 3, 2024
PURPOSE: This study aimed to develop machine learning algorithms for identifying predictive factors associated with the risk of postoperative surgical site infection in patients with lower extremity fractures.
Fractures, Bone Lower Extremity Surgical Wound Infection Risk Factors Aged Young Adult Middle Aged Risk Assessment Adult Male Algorithms Retrospective Studies Female Humans Machine Learning
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Precision in Prevention: Tailoring Single-Use Negative Pressure Wound Therapy Utilization Through Artificial Intelligence-Based Surgical Site Complications Risk and Cost Modeling.

Surgical infections May 2, 2024
Surgical site complications (SSCs) are common, yet preventable hospital-acquired conditions. Single-use negative pressure wound therapy (sNPWT) has been shown to be effective in reducing rates of these complications. In the era of value-based care, ...
Humans Artificial Intelligence Machine Learning Adult Male Middle Aged Risk Assessment Retrospective Studies Female Aged Surgical Wound Infection Cost-Benefit Analysis Negative-Pressure Wound Therapy
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Meta-lasso: new insight on infection prediction after minimally invasive surgery.

Medical & biological engineering & computing Feb 13, 2024
Surgical site infection (SSI) after minimally invasive lung cancer surgery constitutes an important factor influencing the direct and indirect economic implications, patient prognosis, and the 5-year survival rate for early-stage lung cancer patients...
Surgical Wound Infection Retrospective Studies Humans Female Machine Learning Male Lung Neoplasms Aged Algorithms Middle Aged Minimally Invasive Surgical Procedures
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Editorial comment to Lower bleeding volume contributes to decreasing surgical site infection in radical cystectomy: A propensity score-matched comparison of open versus robot-assisted radical cystectomy.

International journal of urology : official journal of the Japanese Urological Association Jan 29, 2024
Cystectomy Propensity Score Urinary Bladder Humans Treatment Outcome Robotics Robotic Surgical Procedures Urinary Bladder Neoplasms Surgical Wound Infection
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Lower bleeding volume contributes to decreasing surgical site infection in radical cystectomy: A propensity score-matched comparison of open versus robot-assisted radical cystectomy.

International journal of urology : official journal of the Japanese Urological Association Jan 3, 2024
OBJECTIVES: To compare the incidence of surgical site infections (SSI) between robot-assisted and open radical cystectomies and investigate the risk factors for SSI after radical cystectomies.
Humans Retrospective Studies Postoperative Complications Robotics Robotic Surgical Procedures Treatment Outcome Urinary Bladder Neoplasms Urinary Diversion Surgical Wound Infection Cystectomy Propensity Score
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Machine learning application for prediction of surgical site infection after posterior cervical surgery.

International wound journal Dec 28, 2023
Surgical site infection (SSI) is one of the most common complications of posterior cervical surgery. It is difficult to diagnose in the early stage and may lead to severe consequences such as wound dehiscence and central nervous system infection. Thi...
Surgical Wound Infection Humans Research Design Machine Learning Retrospective Studies Child
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Construct validation of machine learning for accurately predicting the risk of postoperative surgical site infection following spine surgery.

The Journal of hospital infection Nov 27, 2023
BACKGROUND: This study aimed to evaluate the risk factors for machine learning (ML) algorithms in predicting postoperative surgical site infection (SSI) following spine surgery.
Surgical Wound Infection Retrospective Studies Algorithms Risk Factors Prospective Studies Humans Bayes Theorem Machine Learning
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Robotic Versus Laparoscopic Ventral Hernia Repair: Two-Year Results From a Prospective, Multicenter, Blinded Randomized Clinical Trial.

Annals of surgery May 19, 2023
OBJECTIVE: Report the 2-year outcomes of a multicenter randomized controlled trial comparing robotic versus laparoscopic intraperitoneal onlay mesh ventral hernia repair.
Surgical Mesh Laparoscopy Humans Robotic Surgical Procedures Herniorrhaphy Prospective Studies Surgical Wound Infection Hernia, Ventral Robotics
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