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Aortic Aneurysm, Thoracic

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Deep Learning-Based 3D Segmentation of True Lumen, False Lumen, and False Lumen Thrombosis in Type-B Aortic Dissection.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference 34892087
Patients with initially uncomplicated typeB aortic dissection (uTBAD) remain at high risk for developing late complications. Identification of morphologic features for improving risk stratification of these patients requires automated segmentation of...
Aortic Aneurysm, Thoracic Aortic Dissection Deep Learning Humans Retrospective Studies Thrombosis
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4D segmentation of the thoracic aorta from 4D flow MRI using deep learning.

Magnetic resonance imaging 36621555
BACKGROUND: 4D flow MRI allows the analysis of hemodynamic changes in the aorta caused by pathologies such as thoracic aortic aneurysms (TAA). For personalized management of TAA, new biomarkers are required to analyze the effect of fluid structure it...
Aorta Aorta, Thoracic Aortic Aneurysm, Thoracic Blood Flow Velocity Deep Learning Humans Magnetic Resonance Imaging Magnetic Resonance Imaging, Cine
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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 36927177
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...
Adult Aged Aorta, Thoracic Aortic Aneurysm, Thoracic Aortic Dissection Aortography Blood Vessel Prosthesis Implantation Computed Tomography Angiography Decision Support Techniques Deep Learning Endovascular Aneurysm Repair Endovascular Procedures Female Humans Male Middle Aged Predictive Value of Tests Radiographic Image Interpretation, Computer-Assisted Retrospective Studies Risk Factors Time Factors Treatment Outcome Vascular Remodeling
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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 37774717
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...
Aortic Aneurysm, Thoracic Aortic Dissection Blood Vessel Prosthesis Implantation Deep Learning Endovascular Procedures Humans Retrospective Studies Treatment Outcome
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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 38648727
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...
Acute Disease Aged Aortic Aneurysm, Thoracic Aortic Dissection Computed Tomography Angiography Deep Learning Endovascular Procedures Female Humans Male Middle Aged Postoperative Complications Predictive Value of Tests Radiomics Retrospective Studies
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Prediction of endovascular leaks after thoracic endovascular aneurysm repair though machine learning applied to pre-procedural computed tomography angiographs.

Physical and engineering sciences in medicine 38696098
To predict endoleaks after thoracic endovascular aneurysm repair (TEVAR) we submitted patient characteristics and vessel features observed on pre- operative computed tomography angiography (CTA) to machine-learning. We evaluated 1-year follow-up CT s...
Aged Aged, 80 and over Aortic Aneurysm, Thoracic Computed Tomography Angiography Endoleak Endovascular Aneurysm Repair Endovascular Procedures Female Humans Machine Learning Male Middle Aged
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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 38851467
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...
Acute Disease Aged Aortic Aneurysm Aortic Aneurysm, Thoracic Aortic Dissection Aortography Automation Computed Tomography Angiography Deep Learning Disease Progression Female Humans Imaging, Three-Dimensional Male Middle Aged Predictive Value of Tests Radiographic Image Interpretation, Computer-Assisted Reproducibility of Results Retrospective Studies Time Factors
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Unraveling phenotypic heterogeneity in stanford type B aortic dissection patients through machine learning clustering analysis of cardiovascular CT imaging.

Hellenic journal of cardiology : HJC = Hellenike kardiologike epitheorese 39128706
OBJECTIVE: Aortic dissection remains a life-threatening condition necessitating accurate diagnosis and timely intervention. This study aimed to investigate phenotypic heterogeneity in patients with Stanford type B aortic dissection (TBAD) through mac...
Adult Aged Aortic Aneurysm, Thoracic Aortic Dissection Cluster Analysis Computed Tomography Angiography Female Humans Imaging, Three-Dimensional Machine Learning Male Middle Aged Phenotype Retrospective Studies Tomography, X-Ray Computed
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Can ChatGPT 4.0 Diagnose Acute Aortic Dissection? Integrating Artificial Intelligence into Medical Diagnostics.

The American journal of cardiology 39826879
Acute aortic dissection (AD) is a critical condition characterized by high mortality and frequent misdiagnoses, primarily due to symptom overlap with other medical pathologies. This study explores the diagnostic utility of ChatGPT 4.0, an artificial ...
Acute Disease Adult Aged Aged, 80 and over Aortic Aneurysm Aortic Aneurysm, Thoracic Aortic Dissection Artificial Intelligence Diagnosis, Differential Female Generative Artificial Intelligence Humans Male Middle Aged
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Using Machine Learning to Predict Outcomes Following Thoracic and Complex Endovascular Aortic Aneurysm Repair.

Journal of the American Heart Association 40028848
BACKGROUND: Thoracic endovascular aortic repair (TEVAR) and complex endovascular aneurysm repair (EVAR) are complex procedures that carry a significant risk of complications. While risk prediction tools can aid in clinical decision making, they remai...
Aged Aged, 80 and over Aortic Aneurysm, Thoracic Blood Vessel Prosthesis Implantation Databases, Factual Endovascular Procedures Female Humans Machine Learning Male Postoperative Complications Predictive Value of Tests Retrospective Studies Risk Assessment Risk Factors Treatment Outcome
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