ArticleMedical journal of the Islamic Republic of Iran2016
The impact of vascular diameter ratio on hemodialysis maturation time: Evidence from data mining approaches and thermodynamics law.
Article in Medical journal of the Islamic Republic of Iran, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.
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9 citing papers in PubMed, 13 citations in OpenAlex.
- The Impact of Different Telerehabilitation Methods on Peripheral Muscle Strength and Aerobic Capacity in COPD Patients: A Randomized Controlled Trial.Advances in respiratory medicine · 2024Trial
- Text mining of hypertension researches in the west Asia region: a 12-year trend analysis.Renal failure · 2024Article
- Knowledge, attitude, and practice of artificial intelligence applications in medicine among physicians in Sudan: a national cross-sectional survey.Annals of medicine and surgery (2012) · 2024Article
- Mental Stress Detection Using a Wearable In-Ear Plethysmography.Biosensors · 2023Article
- Mortality in hemodialysis patients in Ethiopia: a retrospective follow-up study in three centers.BMC nephrology · 2023Article
- Artery-to-Fistula Diameter Ratio as a Predictor of Early Re-Occlusion of Immature Right Radio-Cephalic Arteriovenous Fistula after Primary PTA.Diagnostics (Basel, Switzerland) · 2022Article
- Less primary fistula failure in hypertensive patients.Journal of human hypertension · 2018Article
- A new method to determine anastomosis angle configuration for arteriovenous fistula maturation.Medical journal of the Islamic Republic of Iran · 2018Article
- Roles of triglyceride and phosphate in atherosclerosis of diabetic hemodialysis patients.Medical journal of the Islamic Republic of IranArticle
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Authors and funding
4 authors at 4 institutions in 1 country.
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Abstract
backgroundVascular Access (VA) is an important aspect for blood circulatory in Hemodialysis (HD). Arteriovenous Fistula (AVF) is a suitable procedure to gain VA. Maturation of the AVF is a status of AVF, which can be cannulated for HD. This study aimed to discover the parameters that effectively reduce the duration between VA and start of HD, which symbolizes the maturation time (MT).
methodsNinety-six patients who underwent AVF creation were selected for this study. The decision tree method was used based on CART/C4.5 algorithm, which is one of the data mining approaches for data classification. Vascular diameter ratio (VDR) coefficient was obtained (VDR=Artery/Vein diameters).
resultsWe investigated the relationship between the VDR and MT in this study and found that MT is reversely related to VDR in elderly patients, while this relation was direct in younger patients.
conclusionThe analysis revealed a Spearman's correlation coefficient for Vein diameter with MT. MT decreases when diameters of vein and artery are close to one another. This study can help the surgeons to identify high- risk patients who elongate MT for HD.
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27453889PMC4934486W2509511581What OpenQuestion holds
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