AIMC Topic: Aortography

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Multicentric clinical evaluation of a computed tomography-based fully automated deep neural network for aortic maximum diameter and volumetric measurements.

Journal of vascular surgery Feb 5, 2024
OBJECTIVE: This study aims to evaluate a fully automatic deep learning-based method (augmented radiology for vascular aneurysm [ARVA]) for aortic segmentation and simultaneous diameter and volume measurements.
Predictive Value of Tests Aortic Aneurysm, Abdominal Radiographic Image Interpretation, Computer-Assisted Datasets as Topic Automation Aged Aged, 80 and over Male Middle Aged Deep Learning Computed Tomography Angiography Aortography Humans Retrospective Studies Female Reproducibility of Results
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Deep Learning Prediction for Distal Aortic Remodeling After Thoracic Endovascular Aortic Repair in Stanford Type B Aortic Dissection.

Journal of endovascular therapy : an official journal of the International Society of Endovascular Specialists Mar 16, 2023
PURPOSE: This study aimed to develop a deep learning model for predicting distal aortic remodeling after proximal thoracic endovascular aortic repair (TEVAR) in patients with Stanford type B aortic dissection (TBAD) using computed tomography angiogra...
Female Risk Factors Aged Adult Male Humans Decision Support Techniques Retrospective Studies Blood Vessel Prosthesis Implantation Endovascular Procedures Vascular Remodeling Computed Tomography Angiography Aortography Endovascular Aneurysm Repair Predictive Value of Tests Radiographic Image Interpretation, Computer-Assisted Aorta, Thoracic Aortic Dissection Middle Aged Aortic Aneurysm, Thoracic Deep Learning Time Factors Treatment Outcome
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A Deep Learning-Based and Fully Automated Pipeline for Thoracic Aorta Geometric Analysis and Planning for Endovascular Repair from Computed Tomography.

Journal of digital imaging Jan 26, 2022
Feasibility assessment and planning of thoracic endovascular aortic repair (TEVAR) require computed tomography (CT)-based analysis of geometric aortic features to identify adequate landing zones (LZs) for endograft deployment. However, no consensus e...
Treatment Outcome Aorta, Thoracic Blood Vessel Prosthesis Implantation Endovascular Procedures Computed Tomography Angiography Humans Retrospective Studies Tomography, X-Ray Computed Deep Learning Blood Vessel Prosthesis Aortography
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Pre-surgical and Post-surgical Aortic Aneurysm Maximum Diameter Measurement: Full Automation by Artificial Intelligence.

European journal of vascular and endovascular surgery : the official journal of the European Society for Vascular Surgery Sep 10, 2021
OBJECTIVE: The aim of this study was to evaluate an automatic, deep learning based method (Augmented Radiology for Vascular Aneurysm [ARVA]), to detect and assess maximum aortic diameter, providing cross sectional outer to outer aortic wall measureme...
Aortography Adult Male Middle Aged Deep Learning Treatment Outcome Predictive Value of Tests Aortic Aneurysm, Abdominal Radiographic Image Interpretation, Computer-Assisted Automation Computed Tomography Angiography Female Reproducibility of Results Aged Aged, 80 and over Young Adult Humans Neural Networks, Computer Databases, Factual Retrospective Studies
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Fully automatic volume segmentation of infrarenal abdominal aortic aneurysm computed tomography images with deep learning approaches versus physician controlled manual segmentation.

Journal of vascular surgery Dec 9, 2020
OBJECTIVE: Imaging software has become critical tools in the diagnosis and decision making for the treatment of abdominal aortic aneurysms (AAA). However, the interobserver reproducibility of the maximum cross-section diameter is poor. This study aim...
Aortic Aneurysm, Abdominal Anatomic Landmarks Radiographic Image Interpretation, Computer-Assisted Workflow Observer Variation Humans Automation Retrospective Studies Multidetector Computed Tomography Reproducibility of Results Computed Tomography Angiography Deep Learning Software Design Predictive Value of Tests Aortography
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3D Automatic Segmentation of Aortic Computed Tomography Angiography Combining Multi-View 2D Convolutional Neural Networks.

Cardiovascular engineering and technology Aug 11, 2020
PURPOSE: The quantitative analysis of contrast-enhanced Computed Tomography Angiography (CTA) is essential to assess aortic anatomy, identify pathologies, and perform preoperative planning in vascular surgery. To overcome the limitations given by man...
Humans Retrospective Studies Female Aged Aged, 80 and over Male Middle Aged Deep Learning Imaging, Three-Dimensional Predictive Value of Tests Aortic Aneurysm, Abdominal Radiographic Image Interpretation, Computer-Assisted Aorta, Abdominal Computed Tomography Angiography Aortography
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Automatic Segmentation, Detection, and Diagnosis of Abdominal Aortic Aneurysm (AAA) Using Convolutional Neural Networks and Hough Circles Algorithm.

Cardiovascular engineering and technology Jun 19, 2019
PURPOSE: An abdominal aortic aneurysm (AAA) is known as a cardiovascular disease involving localized deformation (swelling or enlargement) of aorta occurring between the renal and iliac arteries. AAA would jeopardize patients' lives due to its ruptur...
Radiographic Image Interpretation, Computer-Assisted Automation Aorta, Abdominal Humans Computed Tomography Angiography Reproducibility of Results Neural Networks, Computer Aortography Case-Control Studies Prognosis Predictive Value of Tests Aortic Aneurysm, Abdominal
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Machine-learning phenotypic classification of bicuspid aortopathy.

The Journal of thoracic and cardiovascular surgery Sep 14, 2017
BACKGROUND: Bicuspid aortic valves (BAV) are associated with incompletely characterized aortopathy. Our objectives were to identify distinct patterns of aortopathy using machine-learning methods and characterize their association with valve morpholog...
Aortic Valve Humans Aortography Cross-Sectional Studies Predictive Value of Tests Sinus of Valsalva Machine Learning Male Phenotype Radiographic Image Interpretation, Computer-Assisted Heart Valve Diseases Middle Aged Female Aortic Valve Insufficiency Pattern Recognition, Automated Diagnosis, Computer-Assisted Reproducibility of Results Bicuspid Aortic Valve Disease Aorta, Thoracic Aortic Valve Stenosis Aged Computed Tomography Angiography Adult Aortic Aneurysm
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Current state in tracking and robotic navigation systems for application in endovascular aortic aneurysm repair.

Journal of vascular surgery Oct 14, 2014
OBJECTIVE: This study reviewed the current developments in manual tracking and robotic navigation technologies for application in endovascular aortic aneurysm repair (EVAR).
Blood Vessel Prosthesis Implantation Aortic Aneurysm, Abdominal Endovascular Procedures Humans Robotics Aortography Animals Equipment Design Time Factors Surgery, Computer-Assisted Treatment Outcome Aortic Aneurysm, Thoracic
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Revolutionizing aortic aneurysm assessment with artificial intelligence.

Journal of vascular surgery Jun 1, 2024
Aortic Aneurysm, Abdominal Radiographic Image Interpretation, Computer-Assisted Computed Tomography Angiography Aortic Aneurysm Aortography Humans Artificial Intelligence Predictive Value of Tests
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