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vascular-access

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broncox456 / hemodialysis-survival-catheter-vs-fistula-ml

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Methodological demonstration on SYNTHETIC data (n=2,500): explainable XGBoost + SHAP model for 1-year mortality in hemodialysis, examining vascular access, inflammation and nutritional status. Not a validated clinical tool.

machine-learning xgboost survival-analysis synthetic-data chronic-kidney-disease shap nephrology hemodialysis clinical-data-science healthcare-analytics vascular-access
  • Updated Sep 12, 2026
  • Python

api-evangelist / venostent

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Venostent — independent third-party profile of a public API surface, by API Evangelist. VenoStent is a clinical-stage medical device company based in Houston, Texas, developing SelfWrap, a bioabsorbable perivascular wrap designed to reduce arteriovenous (AV) access-site failures in chronic kidney disease patients requiring hemodialysis.

company healthcare medtech nephrology dialysis medical-devices apis-json vascular-access bioabsorbable-implants
  • Updated Nov 1, 2026

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