AIMC Topic: Radial Artery

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Predicting long-term patency of radiocephalic arteriovenous fistulas with machine learning and the PREDICT-AVF web app.

Scientific reports Jun 1, 2025
The goal of this study was to expand our previously created prediction tool (PREDICT-AVF) and web app by estimating long-term primary and secondary patency of radiocephalic AVFs. The data source was 911 patients from PATENCY-1 and PATENCY-2 randomize...
Humans Machine Learning Prospective Studies Female Aged Male Middle Aged Renal Dialysis Ultrasonography Mobile Applications Radial Artery Arteriovenous Shunt, Surgical Vascular Patency
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Predictive models of hypertensive disorders in pregnancy based on support vector machine algorithm.

Technology and health care : official journal of the European Society for Engineering and Medicine Jan 1, 2020
BACKGROUND: The risk factors of hypertensive disorders in pregnancy (HDP) could be summarized into three categories: clinical epidemiological factors, hemodynamic factors and biochemical factors.
Humans Algorithms Pregnancy Female Risk Factors Adult Hemodynamics Socioeconomic Factors Support Vector Machine Predictive Value of Tests Blood Pressure Pulse Wave Analysis Body Weight Data Mining Early Diagnosis Gestational Age Radial Artery Hematologic Tests Hypertension, Pregnancy-Induced
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Radial artery blood gas sampling: a randomized controlled trial of lidocaine local anesthesia.

Journal of evidence-based medicine Nov 1, 2015
BACKGROUND: Radial artery puncture is a common procedure and yet the role of local anesthesia for reducing the pain of this procedure continues to be debated. Clinical practice is variable and there is potential for substantial financial savings. Thi...
Humans Female Male Middle Aged Lidocaine Anesthetics, Local Pain Punctures Blood Gas Analysis Radial Artery Phlebotomy Anesthesia, Local
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