AIMC Topic: Aortic Dissection

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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 Aortic Aneurysm, Abdominal Workflow Aortic Dissection Dissection, Abdominal Aorta Aged Male Middle Aged ROC Curve Algorithms Retrospective Studies Tomography, X-Ray Computed Female
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Volumetric analysis of acute uncomplicated type B aortic dissection using an automated deep learning aortic zone segmentation model.

Journal of vascular surgery Jun 6, 2024
BACKGROUND: Machine learning techniques have shown excellent performance in three-dimensional medical image analysis, but have not been applied to acute uncomplicated type B aortic dissection (auTBAD) using Society for Vascular Surgery (SVS) and Soci...
Aortic Aneurysm, Thoracic Deep Learning Computed Tomography Angiography Time Factors Imaging, Three-Dimensional Humans Aged Aortic Aneurysm Acute Disease Predictive Value of Tests Retrospective Studies Male Aortography Radiographic Image Interpretation, Computer-Assisted Female Middle Aged Automation Reproducibility of Results Disease Progression Aortic Dissection
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Deep learning-based radiomics of computed tomography angiography to predict adverse events after initial endovascular repair for acute uncomplicated Stanford type B aortic dissection.

European journal of radiology Apr 15, 2024
PURPOSE: This study aimed to construct a predictive model integrating deep learning-derived radiomic features from computed tomography angiography (CTA) and clinical biomarkers to forecast postoperative adverse events (AEs) in patients with acute unc...
Male Middle Aged Postoperative Complications Deep Learning Retrospective Studies Female Aged Radiomics Endovascular Procedures Computed Tomography Angiography Predictive Value of Tests Acute Disease Aortic Dissection Aortic Aneurysm, Thoracic Humans
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Deep learning-based diagnosis of aortic dissection using an electrocardiogram: Development, validation, and clinical implications of the AADE score.

Kardiologia polska Jan 17, 2024
BACKGROUND: Aortic dissection (AD) is frequently associated with abnormalities in electrocardiographic findings. Advancements in medical technology present an opportunity to leverage these observations to improve patient diagnosis and care.
Humans Artificial Intelligence Deep Learning Electrocardiography Chest Pain Aortic Dissection
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Deep learning-based multi-stage postoperative type-b aortic dissection segmentation using global-local fusion learning.

Physics in medicine and biology Nov 29, 2023
Type-b aortic dissection (AD) is a life-threatening cardiovascular disease and the primary treatment is thoracic endovascular aortic repair (TEVAR). Due to the lack of a rapid and accurate segmentation technique, the patient-specific postoperative AD...
Endovascular Procedures Treatment Outcome Aortic Dissection Humans Aortic Aneurysm, Thoracic Retrospective Studies Blood Vessel Prosthesis Implantation Deep Learning
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Deep learning-aided extraction of outer aortic surface from CT angiography scans of patients with Stanford type B aortic dissection.

European radiology experimental Jun 29, 2023
BACKGROUND: Guidelines recommend that aortic dimension measurements in aortic dissection should include the aortic wall. This study aimed to evaluate two-dimensional (2D)- and three-dimensional (3D)-based deep learning approaches for extraction of ou...
Computed Tomography Angiography Humans Retrospective Studies Deep Learning Aortic Dissection Aorta
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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...
Risk Factors Aged Adult Male Middle Aged Deep Learning Time Factors Treatment Outcome Humans Decision Support Techniques Aortic Aneurysm, Thoracic Retrospective Studies Computed Tomography Angiography Blood Vessel Prosthesis Implantation Female Aortography Endovascular Procedures Predictive Value of Tests Endovascular Aneurysm Repair Vascular Remodeling Radiographic Image Interpretation, Computer-Assisted Aorta, Thoracic Aortic Dissection
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Artificial Intelligence Applications in Aortic Dissection Imaging.

Seminars in roentgenology Jul 30, 2022
Humans Artificial Intelligence Diagnostic Imaging Aortic Dissection
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A Deep-Learning Algorithm-Enhanced System Integrating Electrocardiograms and Chest X-rays for Diagnosing Aortic Dissection.

The Canadian journal of cardiology Oct 4, 2021
BACKGROUND: Chest pain is the most common symptom of aortic dissection (AD), but it is often confused with other prevalent cardiopulmonary diseases. We aimed to develop deep-learning models (DLMs) with electrocardiography (ECG) and chest x-ray (CXR) ...
Electrocardiography Humans Predictive Value of Tests Algorithms Radiography, Thoracic Retrospective Studies Aortic Dissection Deep Learning
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Prediction of Distal Aortic Enlargement after Proximal Repair of Aortic Dissection Using Machine Learning.

Annals of vascular surgery Apr 3, 2021
OBJECTIVES: This study aimed to construct a risk prediction model for distal aortic enlargement in patients with type B aortic dissection (TBAD) treated with proximal thoracic endovascular aortic repair (TEVAR).
Endovascular Procedures Aged Electronic Health Records Middle Aged Clinical Decision-Making Vascular Remodeling Adult Humans Support Vector Machine Female Aorta Risk Assessment Dilatation, Pathologic Aortic Dissection Neural Networks, Computer Aortic Rupture Risk Factors Time Factors Male Decision Support Techniques Aortic Aneurysm, Thoracic Treatment Outcome Retrospective Studies Blood Vessel Prosthesis Implantation
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