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Aortic Aneurysm, Abdominal

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Construction of the miRNA/Pyroptosis-Related Molecular Regulatory Axis in Abdominal Aortic Aneurysm: Evidence From Transcriptome Data Combined With Multiple Machine Learning Approaches Followed by Experiment Validation.

Journal of immunology research 39512836
Abdominal aortic aneurysm (AAA) represents a permanent and localized widening of the abdominal aorta, posing a potentially lethal risk of aortic rupture. Several recent studies have highlighted the role of pyroptosis, a pro-inflammatory programed ce...
Aortic Aneurysm, Abdominal Biomarkers Computational Biology Databases, Genetic Female Gene Expression Profiling Gene Expression Regulation Gene Regulatory Networks Humans Machine Learning Male MicroRNAs Pyroptosis Transcriptome
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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 38936690
Aortic Aneurysm Aortic Aneurysm, Abdominal Artificial Intelligence Computed Tomography Angiography Humans Predictive Value of Tests Radiographic Image Interpretation, Computer-Assisted Tomography, X-Ray Computed
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Streamlining Acute Abdominal Aortic Dissection Management-An AI-based CT Imaging Workflow.

Journal of imaging informatics in medicine 38864947
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...
Aged Algorithms Aortic Aneurysm, Abdominal Aortic Dissection Dissection, Abdominal Aorta Female Humans Male Middle Aged Neural Networks, Computer Retrospective Studies ROC Curve Tomography, X-Ray Computed Workflow
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Low energy virtual monochromatic CT with deep learning image reconstruction to improve delineation of endoleaks.

Clinical radiology 39079807
AIM: This study aimed to investigate the utility of low-energy virtual monochromatic imaging (VMI) combined with deep-learning image reconstruction (DLIR) in improving the delineation of endoleaks (ELs) after endovascular aortic repair (EVAR) in cont...
Aged Aged, 80 and over Aortic Aneurysm, Abdominal Contrast Media Deep Learning Endoleak Endovascular Procedures Female Humans Male Radiographic Image Interpretation, Computer-Assisted Radiography, Dual-Energy Scanned Projection Retrospective Studies Tomography, X-Ray Computed
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Artificial intelligence-driven multiomics predictive model for abdominal aortic aneurysm subtypes to identify heterogeneous immune cell infiltration and predict disease progression.

International immunopharmacology 38981221
BACKGROUND: Abdominal aortic aneurysm (AAA) poses a significant health risk and is influenced by various compositional features. This study aimed to develop an artificial intelligence-driven multiomics predictive model for AAA subtypes to identify he...
Aged Aortic Aneurysm, Abdominal Artificial Intelligence Chemokine CXCL1 Computed Tomography Angiography Disease Progression Female Humans Male Middle Aged Multiomics Neutrophils NF-kappa B
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Detection of Endoleak after Endovascular Aortic Repair through Deep Learning Based on Non-contrast CT.

Cardiovascular and interventional radiology 38977447
OBJECTIVES: To develop and validate a deep learning model for detecting post-endovascular aortic repair (EVAR) endoleak from non-contrast CT.
Aged Aged, 80 and over Aortic Aneurysm, Abdominal Blood Vessel Prosthesis Implantation Computed Tomography Angiography Deep Learning Endoleak Endovascular Aneurysm Repair Endovascular Procedures Female Humans Male Predictive Value of Tests Retrospective Studies
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Machine Learning Based Prediction of Post-operative Infrarenal Endograft Apposition for Abdominal Aortic Aneurysms.

European journal of vascular and endovascular surgery : the official journal of the European Society for Vascular Surgery 38972630
OBJECTIVE: Challenging infrarenal aortic neck characteristics have been associated with an increased risk of type Ia endoleak after endovascular aneurysm repair (EVAR). Short apposition (< 10 mm circumferential shortest apposition length [SAL]) on th...
Aged Aged, 80 and over Aorta, Abdominal Aortic Aneurysm, Abdominal Aortography Blood Vessel Prosthesis Blood Vessel Prosthesis Implantation Computed Tomography Angiography Endoleak Endovascular Procedures Female Humans Machine Learning Male Predictive Value of Tests Retrospective Studies Risk Factors Treatment Outcome
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Volume Measurements for Surveillance after Endovascular Aneurysm Repair using Artificial Intelligence.

European journal of vascular and endovascular surgery : the official journal of the European Society for Vascular Surgery 39237055
OBJECTIVE: Surveillance after endovascular aneurysm repair (EVAR) is suboptimal due to limited compliance and relatively large variability in measurement methods of abdominal aortic aneurysm (AAA) sac size after treatment. Measuring volume offers a m...
Aged Aged, 80 and over Aortic Aneurysm, Abdominal Aortography Artificial Intelligence Blood Vessel Prosthesis Implantation Computed Tomography Angiography Endovascular Aneurysm Repair Endovascular Procedures Female Humans Male Predictive Value of Tests Radiographic Image Interpretation, Computer-Assisted Reproducibility of Results Retrospective Studies Software Treatment Outcome
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Predicting Short-Term Mortality after Endovascular Aortic Repair Using Machine Learning-Based Decision Tree Analysis.

Annals of vascular surgery 39580030
BACKGROUND: Endovascular aneurysm repair (EVAR) has revolutionized the treatment of abdominal aortic aneurysms by offering a less invasive alternative to open surgery. Understanding the factors that influence patient outcomes, particularly for high-r...
Aged Aged, 80 and over Aortic Aneurysm, Abdominal Blood Vessel Prosthesis Implantation Clinical Decision-Making Decision Support Techniques Decision Trees Endovascular Aneurysm Repair Endovascular Procedures Female Humans Machine Learning Male Middle Aged Nutritional Status Predictive Value of Tests Reproducibility of Results Retrospective Studies Risk Assessment Risk Factors Time Factors Treatment Outcome
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Individual risk assessment for rupture of abdominal aortic aneurysm using artificial intelligence.

Journal of vascular surgery 39577479
OBJECTIVE: This study aimed to develop a prediction tool to identify abdominal aortic aneurysms (AAAs) at increased risk of rupture incorporating demographic, clinical, imaging, and medication data using artificial intelligence (AI).
Aged Aged, 80 and over Aortic Aneurysm, Abdominal Aortic Rupture Aortography Artificial Intelligence Case-Control Studies Computed Tomography Angiography Decision Support Techniques Decision Trees Denmark Female Humans Male Middle Aged Predictive Value of Tests Prognosis Reproducibility of Results Retrospective Studies Risk Assessment Risk Factors
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