AIMC Topic: Endoleak

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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.
Risk Factors Aged Aged, 80 and over Male Middle Aged Humans Machine Learning Pulse Wave Analysis Retrospective Studies Smoking Female Endovascular Procedures Endoleak Endovascular Aneurysm Repair Risk Assessment Treatment Outcome Decision Trees Aortic Aneurysm, Abdominal
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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 Deep Learning Tomography, X-Ray Computed Blood Vessel Prosthesis Implantation Endovascular Procedures Endoleak Endovascular Aneurysm Repair
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Low energy virtual monochromatic CT with deep learning image reconstruction to improve delineation of endoleaks.

Clinical radiology Jul 9, 2024
AIM: This study aimed to investigate the utility of low-energy virtual monochromatic imaging (VMI) combined with deep-learning image reconstruction (DLIR) in improving the delineation of endoleaks (ELs) after endovascular aortic repair (EVAR) in cont...
Contrast Media Aortic Aneurysm, Abdominal Radiographic Image Interpretation, Computer-Assisted Endovascular Procedures Endoleak Radiography, Dual-Energy Scanned Projection Female Aged Humans Aged, 80 and over Retrospective Studies Male Tomography, X-Ray Computed Deep 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.
Predictive Value of Tests Aortic Aneurysm, Abdominal Blood Vessel Prosthesis Implantation Endovascular Procedures Computed Tomography Angiography Aged Aged, 80 and over Male Deep Learning Endoleak Endovascular Aneurysm Repair Humans Retrospective Studies Female
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Machine Learning Based Prediction of Post-operative Infrarenal Endograft Apposition for Abdominal Aortic Aneurysms.

European journal of vascular and endovascular surgery : the official journal of the European Society for Vascular Surgery Jul 6, 2024
OBJECTIVE: Challenging infrarenal aortic neck characteristics have been associated with an increased risk of type Ia endoleak after endovascular aneurysm repair (EVAR). Short apposition (< 10 mm circumferential shortest apposition length [SAL]) on th...
Retrospective Studies Female Risk Factors Aged Aged, 80 and over Humans Machine Learning Aortography Endoleak Aorta, Abdominal Male Blood Vessel Prosthesis Implantation Treatment Outcome Endovascular Procedures Predictive Value of Tests Computed Tomography Angiography Aortic Aneurysm, Abdominal Blood Vessel Prosthesis
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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...
Endovascular Aneurysm Repair Female Aged Middle Aged Aged, 80 and over Humans Male Aortic Aneurysm, Thoracic Machine Learning Endovascular Procedures Computed Tomography Angiography Endoleak
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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...
Humans Retrospective Studies Deep Learning Treatment Outcome Aortic Aneurysm, Abdominal Blood Vessel Prosthesis Endoleak Stents Endovascular Aneurysm Repair Blood Vessel Prosthesis Implantation Endovascular Procedures Angiography, Digital Subtraction
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Machine learning for endoleak detection after endovascular aortic repair.

Scientific reports Oct 27, 2020
Diagnosis of endoleak following endovascular aortic repair (EVAR) relies on manual review of multi-slice CT angiography (CTA) by physicians which is a tedious and time-consuming process that is susceptible to error. We evaluate the use of a deep neur...
Endovascular Procedures Aorta Computed Tomography Angiography Endoleak Machine Learning Humans Female Neural Networks, Computer Reproducibility of Results Aged Male
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Prediction, pattern recognition and modelling of complications post-endovascular infra renal aneurysm repair by artificial intelligence.

Vascular Aug 24, 2020
OBJECTIVES: The study evaluates the plausibility and applicability of prediction, pattern recognition and modelling of complications post-endovascular aneurysm repair (EVAR) by artificial intelligence for more accurate surveillance in practice.
Male Foreign-Body Migration Middle Aged Endoleak Risk Assessment Postoperative Complications Time Factors Female Risk Factors Aged Aged, 80 and over Pattern Recognition, Automated Blood Vessel Prosthesis Implantation Endovascular Procedures Graft Occlusion, Vascular Blood Vessel Prosthesis Treatment Outcome Humans Support Vector Machine Artificial Intelligence Decision Trees Prospective Studies Aortic Aneurysm, Abdominal
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Iliac Limb Perigraft Access with Robotic Catheter Assistance for Type 2 Endoleak Embolization.

Annals of vascular surgery Aug 12, 2016
Retrograde perigraft access to the aneurysmal sac for type 2 endoleak embolization is a relevant alternative to standard transarterial and translumbar approaches. Entering the space between the graft and the iliac artery requires support and pushabil...
Endovascular Procedures Iliac Artery Humans Catheterization Angioplasty, Balloon Aortic Aneurysm, Abdominal Blood Vessel Prosthesis Endoleak Robotics Female Stents Aged Embolization, Therapeutic Treatment Outcome Blood Vessel Prosthesis Implantation
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