AIMC Topic: Aortic Aneurysm, Abdominal

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One-step Endovascular Aortic Aneurysm Repair With CO2 contrast and Robotic Partial Nephrectomy for Renal Cell Carcinoma: Case Report.

Vascular and endovascular surgery Aug 11, 2022
INTRODUCTION: Although rare, as the population ages, abdominal aortic aneurysm synchronous to abdominal malignancies, as renal cell carcinoma, is expected to become more prevalent. There are only two case reports of minimally invasive surgeries to tr...
Aged Treatment Outcome Aortic Aneurysm, Abdominal Robotics Humans Blood Vessel Prosthesis Implantation Endovascular Procedures Carcinoma, Renal Cell Nephrectomy Robotic Surgical Procedures Creatinine Carbon Dioxide Kidney Neoplasms
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Deep Learning-Based Intraoperative Stent Graft Segmentation on Completion Digital Subtraction Angiography During Endovascular Aneurysm Repair.

Journal of endovascular therapy : an official journal of the International Society of Endovascular Specialists Jul 9, 2022
PURPOSE: Modern endovascular hybrid operating rooms generate large amounts of medical images during a procedure, which are currently mostly assessed by eye. In this paper, we present fully automatic segmentation of the stent graft on the completion d...
Endoleak Endovascular Aneurysm Repair Humans Blood Vessel Prosthesis Implantation Deep Learning Retrospective Studies Endovascular Procedures Treatment Outcome Angiography, Digital Subtraction Aortic Aneurysm, Abdominal Blood Vessel Prosthesis Stents
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Single-Cell Sequencing Analysis and Multiple Machine Learning Methods Identified G0S2 and HPSE as Novel Biomarkers for Abdominal Aortic Aneurysm.

Frontiers in immunology Jun 13, 2022
Identifying biomarkers for abdominal aortic aneurysms (AAA) is key to understanding their pathogenesis, developing novel targeted therapeutics, and possibly improving patients outcomes and risk of rupture. Here, we identified AAA biomarkers from publ...
Machine Learning Macrophages Biomarkers Glucuronidase Aortic Aneurysm, Abdominal Heparin Lyase Cell Cycle Proteins Humans
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Fully automatic volume segmentation using deep learning approaches to assess aneurysmal sac evolution after infrarenal endovascular aortic repair.

Journal of vascular surgery May 23, 2022
OBJECTIVE: Endovascular aortic repair (EVAR) surveillance relies on serial measurements of the maximal diameter despite significant inter- and intraobserver variability. Volumetric measurements are more sensitive; however, their general use has been ...
Humans Artificial Intelligence Retrospective Studies Deep Learning Blood Vessel Prosthesis Implantation Treatment Outcome Endovascular Procedures Aortic Aneurysm, Abdominal Aorta, Abdominal
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Establishment of a Combined Diagnostic Model of Abdominal Aortic Aneurysm with Random Forest and Artificial Neural Network.

BioMed research international Mar 7, 2022
OBJECTIVES: Abdominal aortic aneurysm (AAA), a disease with high mortality, is limited by the current diagnostic methods in the early screening. This study aimed to screen novel and significant biomarkers and construct a diagnostic model for AAA by u...
Aortic Aneurysm, Abdominal Metabolic Networks and Pathways Gene Ontology Neural Networks, Computer Diagnosis, Computer-Assisted Databases, Genetic Humans
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Deep Learning to Automatically Segment and Analyze Abdominal Aortic Aneurysm from Computed Tomography Angiography.

Cardiovascular engineering and technology Jan 8, 2022
PURPOSE: Although segmentation of Abdominal Aortic Aneurysms (AAA) thrombus is a crucial step for both the planning of endovascular treatment and the monitoring of the intervention's outcome, it is still performed manually implying time consuming ope...
Humans Deep Learning Aortic Aneurysm, Abdominal Thrombosis Computed Tomography Angiography
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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...
Aged Aged, 80 and over Young Adult Adult Male Middle Aged Deep Learning Treatment Outcome Databases, Factual Retrospective Studies Female Reproducibility of Results Humans Neural Networks, Computer Predictive Value of Tests Automation Aortic Aneurysm, Abdominal Computed Tomography Angiography Radiographic Image Interpretation, Computer-Assisted Aortography
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Geometric and biomechanical modeling aided by machine learning improves the prediction of growth and rupture of small abdominal aortic aneurysms.

Scientific reports Sep 10, 2021
It remains difficult to predict when which patients with abdominal aortic aneurysm (AAA) will require surgery. The aim was to study the accuracy of geometric and biomechanical analysis of small AAAs to predict reaching the threshold for surgery, diam...
Computed Tomography Angiography Models, Cardiovascular Aortic Rupture Area Under Curve Disease Management Aorta, Abdominal Machine Learning Algorithms Prognosis Tomography, X-Ray Computed Clinical Decision-Making Biomechanical Phenomena ROC Curve Humans Aortic Aneurysm, Abdominal
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Machine learning for detection of stenoses and aneurysms: application in a physiologically realistic virtual patient database.

Biomechanics and modeling in mechanobiology Jul 31, 2021
This study presents an application of machine learning (ML) methods for detecting the presence of stenoses and aneurysms in the human arterial system. Four major forms of arterial disease-carotid artery stenosis (CAS), subclavian artery stenosis (SAS...
Subclavian Artery Neural Networks, Computer Machine Learning Algorithms Databases, Factual Aortic Aneurysm, Abdominal Humans Sensitivity and Specificity Models, Biological Severity of Illness Index Regional Blood Flow User-Computer Interface Carotid Stenosis Peripheral Arterial Disease
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Validation of natural language processing to determine the presence and size of abdominal aortic aneurysms in a large integrated health system.

Journal of vascular surgery Feb 4, 2021
OBJECTIVE: Previous studies of the natural history of abdominal aortic aneurysms (AAAs) have been limited by small cohort sizes or heterogeneous analyses of pooled data. By quickly and efficiently extracting imaging data from the health records, natu...
Image Interpretation, Computer-Assisted Delivery of Health Care, Integrated Female Reproducibility of Results Humans Aged Prognosis Predictive Value of Tests Aged, 80 and over Clinical Decision-Making Aortic Aneurysm, Abdominal Natural Language Processing Male Registries Diagnosis, Computer-Assisted United States
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