AIMC Topic: Aortic Aneurysm, Abdominal

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Artificial Intelligence Based Methods to Enhance Analysis of Non-Contrast Computed Tomography in Patients with Aortic Aneurysm.

European journal of vascular and endovascular surgery : the official journal of the European Society for Vascular Surgery Jun 25, 2024
Aortic Aneurysm, Abdominal Radiographic Image Interpretation, Computer-Assisted Computed Tomography Angiography Aortic Aneurysm Artificial Intelligence Tomography, X-Ray Computed Predictive Value of Tests Humans
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Streamlining Acute Abdominal Aortic Dissection Management-An AI-based CT Imaging Workflow.

Journal of imaging informatics in medicine Jun 12, 2024
Life-threatening acute aortic dissection (AD) demands timely diagnosis for effective intervention. To streamline intrahospital workflows, automated detection of AD in abdominal computed tomography (CT) scans seems useful to assist humans. We aimed at...
Humans Neural Networks, Computer Workflow Female Aortic Dissection Algorithms Middle Aged Aged Dissection, Abdominal Aorta Retrospective Studies ROC Curve Male Tomography, X-Ray Computed Aortic Aneurysm, Abdominal
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Artificial Intelligence With Deep Learning Enables Assessment of Aortic Aneurysm Diameter and Volume Through Different Computed Tomography Phases.

European journal of vascular and endovascular surgery : the official journal of the European Society for Vascular Surgery Apr 16, 2024
Humans Artificial Intelligence Tomography, X-Ray Computed Predictive Value of Tests Aortic Aneurysm, Abdominal Radiographic Image Interpretation, Computer-Assisted Aged Male Deep Learning Computed Tomography Angiography Aortic Aneurysm
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An artificial intelligence based abdominal aortic aneurysm prognosis classifier to predict patient outcomes.

Scientific reports Feb 9, 2024
Abdominal aortic aneurysms (AAA) have been rigorously investigated to understand when their clinically-estimated risk of rupture-an event that is the 13th leading cause of death in the US-exceeds the risk associated with repair. Yet the current clini...
Artificial Intelligence Machine Learning Risk Factors Prognosis Humans Aortic Aneurysm, Abdominal
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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.
Automation Computed Tomography Angiography Aortography Middle Aged Deep Learning Humans Predictive Value of Tests Aortic Aneurysm, Abdominal Radiographic Image Interpretation, Computer-Assisted Aged Datasets as Topic Aged, 80 and over Retrospective Studies Male Female Reproducibility of Results
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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
Humans Aortic Aneurysm, Abdominal Artificial Intelligence Blood Vessel Prosthesis Implantation Treatment Outcome Endovascular Procedures
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CT analysis of aortic calcifications to predict abdominal aortic aneurysm rupture.

European radiology Nov 24, 2023
BACKGROUND: Abdominal aortic aneurysm (AAA) rupture prediction based on sex and diameter could be improved. The goal was to assess whether aortic calcification distribution could better predict AAA rupture through machine learning and LASSO regressio...
Humans Aortic Aneurysm, Abdominal Aged, 80 and over Machine Learning Aortic Rupture Male Aorta, Abdominal Retrospective Studies Predictive Value of Tests Vascular Calcification Tomography, X-Ray Computed Female Aged
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Machine learning algorithms for the prognostication of abdominal aortic aneurysm progression: a systematic review.

Minerva surgery Nov 21, 2023
INTRODUCTION: Abdominal aortic aneurysm (AAA), often characterized by an abdominal aortic diameter over 3.0 cm, is managed through screening, surveillance, and surgical intervention. AAA growth can be heterogeneous and rupture carries a high mortalit...
Humans Machine Learning Disease Progression Algorithms Aortic Aneurysm, Abdominal Prognosis Risk Factors
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PINK1 dominated mitochondria associated genes signature predicts abdominal aortic aneurysm with metabolic syndrome.

Biochimica et biophysica acta. Molecular basis of disease Oct 30, 2023
Abdominal aortic aneurysm (AAA) is typically asymptomatic but a devastating cardiovascular disorder, with overall mortality exceeding 80 % once it ruptures. Some patients with AAA may also have comorbid metabolic syndrome (MS), suggesting a potential...
Aortic Aneurysm, Abdominal Mice Mitochondria Humans Metabolic Syndrome Protein Kinases Animals Lipopolysaccharides
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Deep-learning-based image segmentation for image-based computational hemodynamic analysis of abdominal aortic aneurysms: a comparison study.

Biomedical physics & engineering express Sep 12, 2023
Computational hemodynamics is increasingly being used to quantify hemodynamic characteristics in and around abdominal aortic aneurysms (AAA) in a patient-specific fashion. However, the time-consuming manual annotation hinders the clinical translation...
Deep Learning Image Processing, Computer-Assisted Aortic Aneurysm, Abdominal Humans Tomography, X-Ray Computed Hemodynamics
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