Sökning: "Anna Palmqvist Sjövall"

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  1. 1. Adaptive Reference Images for Blood Cells using Variational Autoencoders and Self-Organizing Maps

    Master-uppsats, Lunds universitet/Matematik LTH

    Författare :Oscar Odestål; Anna Palmqvist Sjövall; [2020]
    Nyckelord :Image Analysis; Variational Autoencoder; Self-Organizing Maps; Deep Learning; Machine Learning; Microscopy; CellaVision; Microscope; Neural Networks; Blood Cells; White Blood Cells; Image Classification; Data Visualization; Clustering; Latent Space; Unsupervised Learning; Dimensionality Reduction; SOM; VAE; Mathematics and Statistics;

    Sammanfattning : CellaVision develops automated microscopy for blood analysis. Their products can pre-classify 19 different types of white blood cells and support the medical technologist performing the final classification. CellaVision provides reference cells. LÄS MER