Multi-scale Regional Attention Deeplab3+: Multiple Myeloma Plasma Cells Segmentation in Microscopic Images
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Updated
Aug 12, 2023 - Jupyter Notebook
Multi-scale Regional Attention Deeplab3+: Multiple Myeloma Plasma Cells Segmentation in Microscopic Images
Deep learning pipeline for automated detection of multiple myeloma from blood smear microscopy images. Ensemble of CNN models (ResNet50, EfficientNet, DenseNet, ViT) for plasma cell classification.
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Discrete-event simulation of multiple myeloma outcomes and treatment pathways, built on national registry data. Originally published as EpiMAP Myeloma.
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