AIMC Topic: Endovascular Aneurysm Repair

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Predicting Long-Term Survival after Endovascular Aneurysm Repair Using Machine Learning-Based Decision Tree Analysis.

Vascular and endovascular surgery Mar 24, 2025
ObjectiveEndovascular aneurysm repair (EVAR) has become a preferred method for treating abdominal aortic aneurysms (AAA) due to its minimally invasive approach. However, identifying factors that influence long-term patient outcomes is crucial for imp...
Middle Aged Risk Assessment Time Factors Treatment Outcome Decision Trees Female Predictive Value of Tests Risk Factors Aortic Aneurysm, Abdominal Aged Blood Vessel Prosthesis Implantation Aged, 80 and over Endovascular Procedures Male Humans Endovascular Aneurysm Repair Machine Learning Decision Support Techniques Retrospective Studies Clinical Decision-Making
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Prediction of Aneurysm Sac Shrinkage After Endovascular Aortic Repair Using Machine Learning-Based Decision Tree Analysis.

The Journal of surgical research Jan 9, 2025
INTRODUCTION: A simple risk stratification model to predict aneurysm sac shrinkagein patients undergoing endovascular aortic repair (EVAR) for abdominal aortic aneurysms (AAA) was developed using machine learning-based decision tree analysis.
Female Risk Factors Aged Aged, 80 and over Male Humans Machine Learning Retrospective Studies Pulse Wave Analysis Smoking Endovascular Procedures Endoleak Endovascular Aneurysm Repair Middle Aged Risk Assessment Treatment Outcome Decision Trees Aortic Aneurysm, Abdominal
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Predicting Short-Term Mortality after Endovascular Aortic Repair Using Machine Learning-Based Decision Tree Analysis.

Annals of vascular surgery Nov 22, 2024
BACKGROUND: Endovascular aneurysm repair (EVAR) has revolutionized the treatment of abdominal aortic aneurysms by offering a less invasive alternative to open surgery. Understanding the factors that influence patient outcomes, particularly for high-r...
Endovascular Procedures Endovascular Aneurysm Repair Male Middle Aged Risk Assessment Time Factors Treatment Outcome Decision Trees Predictive Value of Tests Aortic Aneurysm, Abdominal Nutritional Status Blood Vessel Prosthesis Implantation Female Reproducibility of Results Risk Factors Aged Humans Aged, 80 and over Machine Learning Decision Support Techniques Retrospective Studies Clinical Decision-Making
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Volume Measurements for Surveillance after Endovascular Aneurysm Repair using Artificial Intelligence.

European journal of vascular and endovascular surgery : the official journal of the European Society for Vascular Surgery Sep 3, 2024
OBJECTIVE: Surveillance after endovascular aneurysm repair (EVAR) is suboptimal due to limited compliance and relatively large variability in measurement methods of abdominal aortic aneurysm (AAA) sac size after treatment. Measuring volume offers a m...
Male Treatment Outcome Retrospective Studies Predictive Value of Tests Blood Vessel Prosthesis Implantation Humans Aortic Aneurysm, Abdominal Female Endovascular Procedures Artificial Intelligence Reproducibility of Results Radiographic Image Interpretation, Computer-Assisted Computed Tomography Angiography Software Aged Aortography Aged, 80 and over Endovascular Aneurysm Repair
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Commentary: Detection of Endoleak After Endovascular Aortic Repair Through Deep Learning Based on Non-contrast CT.

Cardiovascular and interventional radiology Aug 7, 2024
Humans Tomography, X-Ray Computed Deep Learning Blood Vessel Prosthesis Implantation Endovascular Procedures Endoleak Endovascular Aneurysm Repair
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Machine learning enhances assessment of proficiency in endovascular aortic repair simulations.

Current problems in surgery Aug 2, 2024
Machine Learning Clinical Competence Endovascular Procedures Simulation Training Endovascular Aneurysm Repair Humans
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Detection of Endoleak after Endovascular Aortic Repair through Deep Learning Based on Non-contrast CT.

Cardiovascular and interventional radiology Jul 8, 2024
OBJECTIVES: To develop and validate a deep learning model for detecting post-endovascular aortic repair (EVAR) endoleak from non-contrast CT.
Endovascular Procedures Computed Tomography Angiography Endoleak Endovascular Aneurysm Repair Male Deep Learning Predictive Value of Tests Aortic Aneurysm, Abdominal Humans Blood Vessel Prosthesis Implantation Retrospective Studies Female Aged Aged, 80 and over
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Prediction of endovascular leaks after thoracic endovascular aneurysm repair though machine learning applied to pre-procedural computed tomography angiographs.

Physical and engineering sciences in medicine May 2, 2024
To predict endoleaks after thoracic endovascular aneurysm repair (TEVAR) we submitted patient characteristics and vessel features observed on pre- operative computed tomography angiography (CTA) to machine-learning. We evaluated 1-year follow-up CT s...
Female Aged Aged, 80 and over Male Middle Aged Humans Aortic Aneurysm, Thoracic Machine Learning Endovascular Procedures Computed Tomography Angiography Endoleak Endovascular Aneurysm Repair
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Artificial Intelligence-Assisted Sac Diameter Assessment for Complex Endovascular Aortic Repair.

Journal of endovascular therapy : an official journal of the International Society of Endovascular Specialists Oct 30, 2023
PURPOSE: Artificial intelligence (AI) using an automated, deep learning-based method, Augmented Radiology for Vascular Aneurysm (ARVA), has been verified as a viable aide in aneurysm morphology assessment. The aim of this study was to evaluate the ac...
Aged, 80 and over Male Middle Aged Deep Learning Treatment Outcome Humans Retrospective Studies Female Reproducibility of Results Aged Endovascular Procedures Computed Tomography Angiography Aortic Aneurysm Aortography Endovascular Aneurysm Repair Predictive Value of Tests Aortic Aneurysm, Abdominal Radiographic Image Interpretation, Computer-Assisted Stents Blood Vessel Prosthesis Implantation
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Deep Learning Prediction for Distal Aortic Remodeling After Thoracic Endovascular Aortic Repair in Stanford Type B Aortic Dissection.

Journal of endovascular therapy : an official journal of the International Society of Endovascular Specialists Mar 16, 2023
PURPOSE: This study aimed to develop a deep learning model for predicting distal aortic remodeling after proximal thoracic endovascular aortic repair (TEVAR) in patients with Stanford type B aortic dissection (TBAD) using computed tomography angiogra...
Computed Tomography Angiography Time Factors Aortography Treatment Outcome Endovascular Aneurysm Repair Predictive Value of Tests Radiographic Image Interpretation, Computer-Assisted Aorta, Thoracic Aortic Dissection Aortic Aneurysm, Thoracic Blood Vessel Prosthesis Implantation Humans Aged Endovascular Procedures Decision Support Techniques Adult Vascular Remodeling Retrospective Studies Male Female Middle Aged Risk Factors Deep Learning
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