Publications by authors named "Camille Richard"
Int J Lab Hematol
September 2024
Article Synopsis
- VEXAS syndrome, identified in 2020, is caused by mutations in the UBA1 gene and shows a variety of clinical and hematological features, making it challenging to distinguish from other inflammatory conditions. !*
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- This study collected a dataset of 9,514 images of polymorphonuclear cells (PMNs) and used a convolutional neural network (CNN) to automate the detection of specific dysplastic features unique to VEXAS, achieving a high level of accuracy (AUC of 0.85-0.97). !*
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- Results indicate that automated analysis can effectively support hematologists in identifying potential VEXAS cases, suggesting a screening score for UBA1 mutational
