Essays about: "CellaVision"
Showing result 6 - 10 of 20 essays containing the word CellaVision.
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6. Detecting Nucleated Cells in Bone Marrow Smears using Deep Learning
University essay from Lunds universitet/Matematik LTHAbstract : Being able to detect nucleated cells in human blood is a very important part of health care. CellaVision has machines which can automatically detect cells in blood samples from peripheral blood instead of using manual microscopy. Sometimes it is not enough to only investigate the peripheral blood but also samples from the bone marrow. READ MORE
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7. Blood Cell Data Augmentation using Deep Learning Methods
University essay from Lunds universitet/Matematik LTHAbstract : In this thesis we aim to improve classification performance on blood cell imagesby using deep learning techniques to augment data. The thesis was conductedat CellaVision, a company providing digital solutions for medical microscopy inthe field of hematology. READ MORE
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8. JPEG-deblocking of Blood Cell Images using Deep Learning
University essay from Lunds universitet/Matematik LTHAbstract : This thesis investigates the use of convolutional neural networks as a reconstruction or JPEG- deblocking model for JPEG-compressed blood cell images, needed due to the well known block artifacts caused by JPEG-compression. CellaVision develops automated microscopy for blood analysis that detects and classifies blood cells from images. READ MORE
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9. Simultaneous Classification of Sets of Images Using Deep Learning and Clustering
University essay from Lunds universitet/Matematik LTHAbstract : Classification of cell images is conventionally done manually in hematology laboratories by medical technologists. CellaVision aims to automate this work in order to make the analysis process faster, better and more flexible. READ MORE
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10. Adaptive Reference Images for Blood Cells using Variational Autoencoders and Self-Organizing Maps
University essay from Lunds universitet/Matematik LTHAbstract : 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. READ MORE