AIMC Topic: Vena Cava Filters

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Predicting inferior vena cava filter complications using machine learning.

Journal of vascular surgery. Venous and lymphatic disorders Jul 29, 2024
OBJECTIVE: Inferior vena cava (IVC) filter placement is associated with important long-term complications. Predictive models for filter-related complications may help guide clinical decision-making but remain limited. We developed machine learning (M...
Humans Machine Learning Decision Support Techniques Databases, Factual Retrospective Studies Female Risk Factors Aged Adult Male Middle Aged Risk Assessment Postoperative Complications Time Factors Treatment Outcome Predictive Value of Tests Prosthesis Implantation Vena Cava Filters
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Robot-assisted retroperitoneal approach to retrieve inferior vena cava filter.

Asian journal of surgery Aug 8, 2022
Humans Robotics Vena Cava, Inferior Vena Cava Filters
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Deep Learning for Automated Classification of Inferior Vena Cava Filter Types on Radiographs.

Journal of vascular and interventional radiology : JVIR Sep 18, 2019
PURPOSE: To demonstrate the feasibility and evaluate the performance of a deep-learning convolutional neural network (CNN) classification model for automated identification of different types of inferior vena cava (IVC) filters on radiographs.
Humans Prospective Studies Reproducibility of Results Deep Learning Predictive Value of Tests Radiographic Image Interpretation, Computer-Assisted Registries Prosthesis Design Automation Vena Cava, Inferior Phlebography Prosthesis Implantation Vena Cava Filters
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Robotic-Assisted Inferior Vena Cava Filter Retrieval.

Methodist DeBakey cardiovascular journal Jan 1, 2017
Although anticoagulation remains the mainstay of therapy for patients with venous thromboembolism, guidelines recommend the use of inferior vena cava (IVC) filters in those who fail anticoagulation or have contraindications to its use. Short-term use...
Humans Female Aged Treatment Outcome Robotics Prosthesis Design Device Removal Venous Thromboembolism Radiography, Interventional Endovascular Procedures Vena Cava, Inferior Prosthesis Implantation Vena Cava Filters
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