AIMC Topic: Endovascular Procedures

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Machine learning validation of a simple prediction model for the correlation between advanced age and clinical outcomes in patients with aneurysmal subarachnoid hemorrhage.

Neurosurgical review Jan 14, 2025
Adverse effects of advanced age and poor initial neurological status on outcomes of patients with aneurysmal subarachnoid hemorrhage (SAH) have been documented. While a predictive model of the non-linear correlation between advanced age and clinical ...
Aged, 80 and over Adult Male Middle Aged Cohort Studies Humans Treatment Outcome Machine Learning Age Factors Female Subarachnoid Hemorrhage Aged Endovascular Procedures
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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 Pulse Wave Analysis Machine Learning Smoking Retrospective Studies Risk Assessment Endovascular Procedures Female Treatment Outcome Endoleak Decision Trees Endovascular Aneurysm Repair Aortic Aneurysm, Abdominal
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Prediction of futile recanalisation after endovascular treatment in acute ischaemic stroke: development and validation of a hybrid machine learning model.

Stroke and vascular neurology Dec 30, 2024
BACKGROUND: Identification of futile recanalisation following endovascular therapy (EVT) in patients with acute ischaemic stroke is both crucial and challenging. Here, we present a novel risk stratification system based on hybrid machine learning met...
Machine Learning Decision Support Techniques Databases, Factual Prospective Studies Clinical Decision-Making Humans Aged, 80 and over Male Middle Aged Risk Assessment Time Factors Female Reproducibility of Results Risk Factors Aged Medical Futility Treatment Outcome Predictive Value of Tests Ischemic Stroke Endovascular Procedures
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Large language models can accurately populate Vascular Quality Initiative procedural databases using narrative operative reports.

Journal of vascular surgery Dec 16, 2024
OBJECTIVE: Participation in the Vascular Quality Initiative (VQI) provides important resources to surgeons, but the ability to do so is often limited by time and data entry personnel. Large language models (LLMs) such as ChatGPT (OpenAI) are examples...
Vascular Surgical Procedures Natural Language Processing Humans Large Language Models Databases, Factual Data Mining Retrospective Studies Quality Improvement Electronic Health Records Quality Indicators, Health Care Endovascular Procedures
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Prediction of Two Year Survival Following Elective Repair of Abdominal Aortic Aneurysms at A Single Centre Using A Random Forest Classification Algorithm.

European journal of vascular and endovascular surgery : the official journal of the European Society for Vascular Surgery Dec 9, 2024
OBJECTIVE: The decision to electively repair an abdominal aortic aneurysm (AAA) involves balancing the risk of rupture, peri-procedural death, and life expectancy. Random forest classifiers (RFCs) are powerful machine learning algorithms. The aim of ...
Elective Surgical Procedures Random Forest Endovascular Procedures Aged Aged, 80 and over Male Middle Aged Risk Assessment Time Factors Treatment Outcome Predictive Value of Tests Aortic Aneurysm, Abdominal Machine Learning Algorithms Retrospective Studies Female Risk Factors Humans
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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 Blood Vessel Prosthesis Implantation Male Endovascular Procedures Middle Aged Female Endovascular Aneurysm Repair Risk Assessment Reproducibility of Results Treatment Outcome Machine Learning Time Factors Risk Factors Decision Trees Decision Support Techniques Aged Predictive Value of Tests Retrospective Studies Aged, 80 and over Aortic Aneurysm, Abdominal Clinical Decision-Making Nutritional Status
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Components of Robotic Systems in Image-Guided Percutaneous Interventions.

Techniques in vascular and interventional radiology Nov 22, 2024
The field of interventional radiology is facing a growing demand for percutaneous procedures targeting smaller and more complex lesions. Percutaneous medical robots have proven to increase efficiency and accuracy and can address these issues. This re...
Equipment Design Robotic Surgical Procedures Surgery, Computer-Assisted Radiography, Interventional Endovascular Procedures Humans Robotics
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Remote-Controlled and Teleoperated Systems: Taking Robotic Image Guided Interventions to the Next Stage.

Techniques in vascular and interventional radiology Nov 22, 2024
Remote-controlled and teleoperated robotic systems mark transformative advancements in interventional radiology (IR), with the potential to enhance precision, reduce radiation exposure, and expand access to care. By integrating robotic devices with i...
Surgery, Computer-Assisted Telemedicine Radiography, Interventional Endovascular Procedures Teleradiology Humans Robotics Equipment Design Robotic Surgical Procedures
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Role of Robotics in Image-Guided Trans-Arterial Interventions.

Techniques in vascular and interventional radiology Nov 22, 2024
The integration of robotic systems in image-guided trans-arterial interventions has revolutionized the field of Interventional Radiology (IR), offering enhanced precision, safety, and efficiency. These advancements are particularly impactful for acut...
Humans Treatment Outcome Catheterization, Peripheral Robotics Equipment Design Robotic Surgical Procedures Radiography, Interventional Endovascular Procedures
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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...
Aortic Aneurysm, Abdominal Software Aortography Humans Aged, 80 and over Retrospective Studies Radiographic Image Interpretation, Computer-Assisted Endovascular Aneurysm Repair Artificial Intelligence Blood Vessel Prosthesis Implantation Male Female Endovascular Procedures Treatment Outcome Reproducibility of Results Computed Tomography Angiography Predictive Value of Tests Aged
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