AIMC Topic: Endovascular Aneurysm Repair

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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.
Endoleak Endovascular Aneurysm Repair Aortic Aneurysm, Abdominal Pulse Wave Analysis Smoking Endovascular Procedures Female Risk Factors Aged Aged, 80 and over Male Middle Aged Risk Assessment Treatment Outcome Decision Trees Humans Machine Learning Retrospective Studies
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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...
Decision Support Techniques Retrospective Studies Clinical Decision-Making Female Reproducibility of Results Humans Machine Learning Middle Aged Risk Assessment Time Factors Treatment Outcome Decision Trees Risk Factors Aged Aged, 80 and over Male Endovascular Procedures Predictive Value of Tests Endovascular Aneurysm Repair Aortic Aneurysm, Abdominal Nutritional Status Blood Vessel Prosthesis Implantation
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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...
Aortography Endovascular Aneurysm Repair Aged, 80 and over Male Treatment Outcome Predictive Value of Tests Aortic Aneurysm, Abdominal Radiographic Image Interpretation, Computer-Assisted Blood Vessel Prosthesis Implantation Endovascular Procedures Computed Tomography Angiography Software Retrospective Studies Female Reproducibility of Results Aged Humans Artificial Intelligence
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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 Endoleak Blood Vessel Prosthesis Implantation Endovascular Aneurysm Repair Endovascular Procedures
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Machine learning enhances assessment of proficiency in endovascular aortic repair simulations.

Current problems in surgery Aug 2, 2024
Clinical Competence Endovascular Procedures Simulation Training Endovascular Aneurysm Repair Humans Machine Learning
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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.
Humans Retrospective Studies Female Computed Tomography Angiography Aged Endoleak Aged, 80 and over Endovascular Aneurysm Repair Male Predictive Value of Tests Deep Learning Aortic Aneurysm, Abdominal Blood Vessel Prosthesis Implantation Endovascular Procedures
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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...
Endoleak Endovascular Aneurysm Repair Humans Male Machine Learning Middle Aged Female Aortic Aneurysm, Thoracic Aged Endovascular Procedures Aged, 80 and over Computed Tomography Angiography
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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...
Time Factors Humans Treatment Outcome Adult Vascular Remodeling Decision Support Techniques Aortic Dissection Predictive Value of Tests Male Computed Tomography Angiography Retrospective Studies Radiographic Image Interpretation, Computer-Assisted Aortic Aneurysm, Thoracic Aortography Middle Aged Female Aorta, Thoracic Blood Vessel Prosthesis Implantation Endovascular Aneurysm Repair Deep Learning Risk Factors Endovascular Procedures Aged
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Deep Learning-Based Intraoperative Stent Graft Segmentation on Completion Digital Subtraction Angiography During Endovascular Aneurysm Repair.

Journal of endovascular therapy : an official journal of the International Society of Endovascular Specialists Jul 9, 2022
PURPOSE: Modern endovascular hybrid operating rooms generate large amounts of medical images during a procedure, which are currently mostly assessed by eye. In this paper, we present fully automatic segmentation of the stent graft on the completion d...
Blood Vessel Prosthesis Endoleak Endovascular Aneurysm Repair Aortic Aneurysm, Abdominal Stents Blood Vessel Prosthesis Implantation Endovascular Procedures Angiography, Digital Subtraction Humans Retrospective Studies Deep Learning Treatment Outcome
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Multitask Deep Learning for Automated Detection of Endoleak at Digital Subtraction Angiography during Endovascular Aneurysm Repair.

Radiology. Artificial intelligence Jul 1, 2025
Purpose To develop and evaluate a novel multitask deep learning framework for automated detection and localization of endoleaks at aortic digital subtraction angiography (DSA) performed during real-world endovascular aneurysm repair (EVAR) procedures...
Humans Retrospective Studies Female Radiographic Image Interpretation, Computer-Assisted Endovascular Procedures Angiography, Digital Subtraction Aged Endoleak Male Endovascular Aneurysm Repair Deep Learning Aortic Aneurysm, Abdominal
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