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Varicose Veins

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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 33128186
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...
Deep Learning Esophageal and Gastric Varices Herpesvirus 1, Cercopithecine Humans Liver Cirrhosis Predictive Value of Tests Retrospective Studies Spleen Tomography, X-Ray Computed Varicose Veins
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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 38956583
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...
Adult Aged Aged, 80 and over Algorithms Computed Tomography Angiography Contrast Media Deep Learning Female Femoral Vein Humans Lower Extremity Male Middle Aged Phlebography Popliteal Vein Radiation Dosage Radiographic Image Enhancement Radiographic Image Interpretation, Computer-Assisted Retrospective Studies Tomography, X-Ray Computed Varicose Veins Vena Cava, Inferior Venous Thrombosis
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Predicting lack of clinical improvement following varicose vein ablation using machine learning.

Journal of vascular surgery. Venous and lymphatic disorders 39732288
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...
Ablation Techniques Aged Clinical Decision-Making Databases, Factual Decision Support Techniques Female Humans Machine Learning Male Middle Aged Postoperative Complications Predictive Value of Tests Retrospective Studies Risk Assessment Risk Factors Time Factors Treatment Outcome Varicose Veins
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