AIMC Topic: von Willebrand Diseases

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Automated Von Willebrand Factor Multimer Image Analysis for Improved Diagnosis and Classification of Von Willebrand Disease.

International journal of laboratory hematology Mar 2, 2025
INTRODUCTION: Von Willebrand factor (VWF) multimer analysis is essential for diagnosing and classifying von Willebrand disease (VWD) but requires expert interpretation and is subject to inter-rater variability. We developed an automated image analysi...
Humans Reproducibility of Results Deep Learning Image Processing, Computer-Assisted von Willebrand Factor Protein Multimerization von Willebrand Diseases
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Early diagnosis of persons with von Willebrand disease using a machine learning algorithm and real-world data.

Expert review of hematology May 24, 2024
BACKGROUND: Von Willebrand disease (VWD) is underdiagnosed, often delaying treatment. VWD claims coding is limited and includes no severity qualifiers; improved identification methods for VWD are needed. The aim of this study is to identify and chara...
Humans Machine Learning Algorithms Female Aged Young Adult Adult Male Middle Aged Adolescent Child, Preschool Child Early Diagnosis von Willebrand Diseases
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