MIA-DDTNet: A Dense Dual-Task Network for Tumor-infiltrating Lymphocyte Detection and Segmentation in Histopathological Images of Breast Cancer
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May 11, 2022 - Python
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lymphocyte
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System for the automated classification of white blood cells (leukocytes)
matlab image-processing classification segmentation vgg19 wbc leukocytes lymphocyte basophil monocyte eosinophil neutrophil
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Mar 26, 2019 - MATLAB
A web app that uses a custom-built Keras model to recognize and classify white blood cells from microscopic images. It can distinguish between different types of WBCs and identify artifacts and bursted cells. I created this app as a way to explore image recognition technologies and to learn how to develop Keras models from scratch.
machine-learning keras webapp image-classification microscopy microscopy-images leukocytes lymphocyte monocyte neutrophil hematology cell-recognition cell-types white-blood-cells blood-analysis
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Apr 3, 2023 - Python
Code repo for the Kaggle Challenge from the MVA class Deep Learning for Medical Imaging
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Mar 29, 2024 - Python
TILs are specialized Lymphocytes cells that play an important role in cancer diagnosis and treatment. This repo is based on detectron2 implementation of MaskRCNN
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Sep 21, 2022 - Python
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