AIMC Topic: Varicose Veins

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Predicting lack of clinical improvement following varicose vein ablation using machine learning.

Journal of vascular surgery. Venous and lymphatic disorders Dec 26, 2024
OBJECTIVE: Varicose vein ablation is generally indicated in patients with active/healed venous ulcers. However, patient selection for intervention in individuals without venous ulcers is less clear. Tools that predict lack of clinical improvement (LC...
Humans Databases, Factual Retrospective Studies Decision Support Techniques Machine Learning Postoperative Complications Time Factors Risk Assessment Ablation Techniques Varicose Veins Aged Predictive Value of Tests Treatment Outcome Middle Aged Male Female Clinical Decision-Making Risk Factors
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A comparative analysis of deep learning and hybrid iterative reconstruction algorithms with contrast-enhancement-boost post-processing on the image quality of indirect computed tomography venography of the lower extremities.

BMC medical imaging Jul 1, 2024
PURPOSE: To examine whether there is a significant difference in image quality between the deep learning reconstruction (DLR [AiCE, Advanced Intelligent Clear-IQ Engine]) and hybrid iterative reconstruction (HIR [AIDR 3D, adaptive iterative dose redu...
Popliteal Vein Varicose Veins Radiographic Image Enhancement Femoral Vein Aged Phlebography Adult Aged, 80 and over Tomography, X-Ray Computed Female Retrospective Studies Contrast Media Venous Thrombosis Vena Cava, Inferior Radiographic Image Interpretation, Computer-Assisted Computed Tomography Angiography Radiation Dosage Lower Extremity Humans Middle Aged Algorithms Male Deep Learning
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An index based on deep learning-measured spleen volume on CT for the assessment of high-risk varix in B-viral compensated cirrhosis.

European radiology Oct 30, 2020
OBJECTIVES: Deep learning enables an automated liver and spleen volume measurements on CT. The purpose of this study was to develop an index combining liver and spleen volumes and clinical factors for detecting high-risk varices in B-viral compensate...
Spleen Herpesvirus 1, Cercopithecine Esophageal and Gastric Varices Deep Learning Predictive Value of Tests Humans Retrospective Studies Varicose Veins Tomography, X-Ray Computed Liver Cirrhosis
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