AIMC Topic: Blood Vessel Prosthesis Implantation

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Preoperative prediction of major adverse outcomes after total arch replacement in acute type A aortic dissection based on machine learning ensemble.

Scientific reports Jul 1, 2025
A machine learning model was developed and validated to predict postoperative complications in patients with acute type A aortic dissection (ATAAD) who underwent total arch replacement combined with frozen elephant trunk (TAR + FET), with the goal of...
Humans Machine Learning Retrospective Studies ROC Curve Treatment Outcome Aorta, Thoracic Aortic Dissection Blood Vessel Prosthesis Implantation Female Aged Male Middle Aged Postoperative Complications
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Using Machine Learning to Predict Outcomes Following Thoracic and Complex Endovascular Aortic Aneurysm Repair.

Journal of the American Heart Association Mar 3, 2025
BACKGROUND: Thoracic endovascular aortic repair (TEVAR) and complex endovascular aneurysm repair (EVAR) are complex procedures that carry a significant risk of complications. While risk prediction tools can aid in clinical decision making, they remai...
Blood Vessel Prosthesis Implantation Endovascular Procedures Machine Learning Postoperative Complications Databases, Factual Treatment Outcome Retrospective Studies Humans Predictive Value of Tests Female Risk Factors Aged Aortic Aneurysm, Thoracic Aged, 80 and over Male Risk Assessment
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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...
Humans Machine Learning Decision Support Techniques Retrospective Studies Aged, 80 and over Male Middle Aged Risk Assessment Time Factors Clinical Decision-Making Female Reproducibility of Results Risk Factors Aged Nutritional Status Treatment Outcome Blood Vessel Prosthesis Implantation Decision Trees Endovascular Procedures Predictive Value of Tests Endovascular Aneurysm Repair Aortic Aneurysm, Abdominal
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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...
Endovascular Aneurysm Repair Blood Vessel Prosthesis Implantation Endovascular Procedures Computed Tomography Angiography Aortography Female Reproducibility of Results Aged Aged, 80 and over Male Treatment Outcome Predictive Value of Tests Aortic Aneurysm, Abdominal Radiographic Image Interpretation, Computer-Assisted Humans Artificial Intelligence Software Retrospective Studies
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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
Endovascular Aneurysm Repair Deep Learning Blood Vessel Prosthesis Implantation Endovascular Procedures Endoleak Humans Tomography, X-Ray Computed
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Off-Label use of Woven EndoBridge device for intracranial brain aneurysm treatment: Modeling of occlusion outcome.

Journal of stroke and cerebrovascular diseases : the official journal of National Stroke Association Jul 26, 2024
INTRODUCTION: The Woven EndoBridge (WEB) device is emerging as a novel therapy for intracranial aneurysms, but its use for off-label indications requires further study. Using machine learning, we aimed to develop predictive models for complete occlus...
Blood Vessel Prosthesis Decision Support Techniques Intracranial Aneurysm Retrospective Studies Risk Assessment Off-Label Use Clinical Decision-Making Aged Humans Treatment Outcome Female Adult Machine Learning Prosthesis Design Risk Factors Male Blood Vessel Prosthesis Implantation Middle Aged Endovascular Procedures
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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.
Deep Learning Predictive Value of Tests Aortic Aneurysm, Abdominal Blood Vessel Prosthesis Implantation Retrospective Studies Endovascular Procedures Female Computed Tomography Angiography Aged Endoleak Aged, 80 and over Humans Endovascular Aneurysm Repair Male
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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...
Humans Aortic Aneurysm, Abdominal Aorta, Abdominal Blood Vessel Prosthesis Implantation Aged Endovascular Procedures Blood Vessel Prosthesis Machine Learning Aged, 80 and over Retrospective Studies Computed Tomography Angiography Aortography Male Female Endoleak Treatment Outcome Risk Factors Predictive Value of Tests
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Personalizing patient risk of a life-altering event: An application of machine learning to hemiarch surgery.

The Journal of thoracic and cardiovascular surgery Apr 27, 2024
OBJECTIVE: The study objective was to assess a machine learning model's ability to predict the occurrence of life-altering events in hemiarch surgery and determine contributing patient characteristics and intraoperative factors.
Aorta, Thoracic Blood Vessel Prosthesis Implantation Humans Retrospective Studies Male Machine Learning Female Middle Aged Decision Support Techniques Risk Factors Risk Assessment Aged Postoperative Complications Stroke
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Regress with Progress: Look for Shrinkage after B/F-EVAR with the Eye of Artificial Intelligence.

European journal of vascular and endovascular surgery : the official journal of the European Society for Vascular Surgery Nov 30, 2023
Blood Vessel Prosthesis Implantation Humans Endovascular Procedures Artificial Intelligence Treatment Outcome Aortic Aneurysm, Abdominal
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