Thesis Marieke Vinkenoog

On 15 February 2024 Sanquin researcher Marieke Vinkenoog defended her thesis 'Data-driven donation strategies - Understanding and Predicting Blood Donor Deferral' at Leiden University.

Promotor: M van Leeuwen PhD
Copromotores: MP Janssen PhD and K van den Hurk PHD
Venue: Academy Building, Leiden University

Chapters

Chapter 1
Introduction

Chapter 2
Preliminaries

Chapter 3
First results of a ferritin-based blood donor deferral policy in the Netherlands abstract

Chapter 4
Individual and environmental determinants of serum ferritin levels: a structural equation model

Chapter 5
Challenges and limitations in clustering blood donor hemoglobin trajectories

Chapter 6
Associations between symptoms, donor characteristics and IgG antibody response in 2082 COVID-19 convalescent plasma donors abstract

Chapter 7
Explainable hemoglobin deferral predictions using machine learning models: interpretation and consequences for the blood supply abstract

Chapter 8
An international comparison of hemoglobin deferral prediction model for blood banking

Chapter 9
The added value of ferritin levels and genetic markers for the prediction of hemoglobin deferral abstract

Chapter 10
Conclusions, general discussion and anticipated future research

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Download PhD thesis (university repository)

Thesis Marieke Vinkenoog