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Predicting haemoglobin deferral using machine learning models: Can we use the same prediction model across countries?
5 references·0 citing·17 second hop
Predicting haemoglobin deferral using machine learning models: Can we use the same prediction model across countries? (2024)Predicting haemoglobin deferral using mac…An international comparison of haemoglobin deferral prediction models for blood banking (2023)An international comparison o…Prediction and impact of personalized donation intervals (2021)Prediction and impact of pers…Do deferred donors continue their donations? A large‐scale register study on whole blood donor return in the Netherlands (2019)Do deferred donors continue t…Generalizability of Dutch Prediction Models for Low Hemoglobin Deferral: A Study on External Validation and Updating in Swiss Whole Blood Donors (2016)Generalizability of Dutch Pre…External validation and updating of a D utch prediction model for low hemoglobin deferral in I rish whole blood donors (2013)External validation and updat…The effect of short‐term, temporary deferral on future blood donation (1998)The consequences of temporary deferral on future whole blood donation (2007)Donor deferral and resulting donor loss at the American Red Cross Blood Services, 2001 through 2006 (2008)Prevalence of blood donor iron deficiency and feasibility ferritin‐based iron replacement: a blood collection agency‐based study (2016)Transparent Reporting of a multivariable prediction model for Individual Prognosis Or Diagnosis (TRIPOD): Explanation and Elaboration. Translation in to Russian (2022)Seasonal influences on hemoglobin levels and deferral rates in whole‐blood and plasma donors (2007)Development and validation of a prediction model for low hemoglobin deferral in a large cohort of whole blood donors (2012)The deferred donor (2017)Deferral due to low hemoglobin and predictors of permanence in the blood donation system of repeat female blood donors (2021)Machine-learning models to predict iron recovery after blood donation: a model development and external validation study (2025)The Psychology of Blood Donation: Current Research and Future Directions (2008)First results of a ferritin‐based blood donor deferral policy in the Netherlands (2020)The impact of temporary deferrals on future blood donation behavior across the donor life cycle (2021)Effectiveness of ferritin-guided donation intervals in whole-blood donors in the Netherlands (FIND'EM): a stepped-wedge cluster-randomised trial (2024)The donation interval of 56 days requires extension to 180 days for whole blood donors to recover from changes in iron metabolism (2016)Why the majority of on‐site repeat donor deferrals are completely unwarranted… (2022)Prediction of low haemoglobin levels in whole blood donors (2010)
this work references cited by second hop

References

  • 2019Do deferred donors continue their donations? A large‐scale register study on whole blood donor return in the Netherlands53 cited
  • 2013External validation and updating of a D utch prediction model for low hemoglobin deferral in I rish whole blood donors23 cited
  • 2021Prediction and impact of personalized donation intervals13 cited
  • 2016Generalizability of Dutch Prediction Models for Low Hemoglobin Deferral: A Study on External Validation and Updating in Swiss Whole Blood Donors10 cited
  • 2023An international comparison of haemoglobin deferral prediction models for blood banking9 cited

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