AIMC Topic: Blood Vessel Prosthesis Implantation

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An AI-driven machine learning approach identifies risk factors associated with 30-day mortality following total aortic arch replacement combined with stent elephant implantation.

Annals of medicine Jul 31, 2025
OBJECTIVES: During emergency surgery, patients with acute type A aortic dissection (ATAAD) experience unfavourable outcomes throughout their hospital stay. The combination of total aortic arch replacement (TAR) and frozen elephant trunk (FET) implant...
Blood Vessel Prosthesis Implantation Risk Factors Aged Male Middle Aged Humans Postoperative Complications Support Vector Machine Artificial Intelligence Stents Machine Learning Aorta, Thoracic Retrospective Studies Aortic Dissection Female Aortic Aneurysm, Thoracic
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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...
Retrospective Studies Female Aged Male Middle Aged Postoperative Complications Humans Machine Learning ROC Curve Treatment Outcome Aorta, Thoracic Aortic Dissection Blood Vessel Prosthesis Implantation
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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...
Clinical Decision-Making Female Risk Factors Aged Aged, 80 and over Humans Machine Learning Decision Support Techniques Retrospective Studies Male Middle Aged Risk Assessment Time Factors Treatment Outcome Blood Vessel Prosthesis Implantation Decision Trees Endovascular Procedures Predictive Value of Tests Endovascular Aneurysm Repair Aortic Aneurysm, Abdominal
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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...
Male Risk Assessment Postoperative Complications Treatment Outcome Predictive Value of Tests Retrospective Studies Female Risk Factors Aged Aged, 80 and over Aortic Aneurysm, Thoracic Blood Vessel Prosthesis Implantation Endovascular Procedures Humans Machine Learning Databases, Factual
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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 Trees Predictive Value of Tests Aortic Aneurysm, Abdominal Nutritional Status Blood Vessel Prosthesis Implantation Endovascular Procedures Endovascular Aneurysm Repair Male Middle Aged Risk Assessment Time Factors Treatment Outcome Female Reproducibility of Results Risk Factors Aged Aged, 80 and over Decision Support Techniques Retrospective Studies Clinical Decision-Making Humans Machine Learning
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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...
Humans Artificial Intelligence Radiographic Image Interpretation, Computer-Assisted Aged, 80 and over Blood Vessel Prosthesis Implantation Male Endovascular Aneurysm Repair Endovascular Procedures Treatment Outcome Computed Tomography Angiography Predictive Value of Tests Software Aortography Retrospective Studies Aortic Aneurysm, Abdominal Female Reproducibility of Results Aged
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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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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...
Middle Aged Female Endovascular Procedures Blood Vessel Prosthesis Risk Assessment Risk Factors Intracranial Aneurysm Treatment Outcome Aged Off-Label Use Prosthesis Design Adult Blood Vessel Prosthesis Implantation Male Humans Machine Learning Decision Support Techniques Retrospective Studies Clinical Decision-Making
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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 Deep Learning Predictive Value of Tests Aortic Aneurysm, Abdominal Blood Vessel Prosthesis Implantation Endovascular Procedures Retrospective Studies Female Aged Aged, 80 and over Male Computed Tomography Angiography Endoleak Endovascular Aneurysm Repair
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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...
Endoleak Blood Vessel Prosthesis Implantation Endovascular Procedures Computed Tomography Angiography Blood Vessel Prosthesis Aortography Male Treatment Outcome Predictive Value of Tests Aortic Aneurysm, Abdominal Aorta, Abdominal Retrospective Studies Female Risk Factors Aged Aged, 80 and over Humans Machine Learning
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