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14:1514:30 17. Nov 2021
14:1514:30 17. Nov 2021 iCal myOrganizer

MLF: CELLnet: automated white blood cell differential counting using AI

Session Integrative and AI-driven diagnostics

Leukaemia is a disease characterized by abnormal types and numbers of white blood cells that can be detected microscopically on the blood smear. Automating this step promises a more effective approach as opposed to the current manual white blood cell differential counting. By using image processing and artificial intelligence algorithms on digital microscopic images, we constructed a deep convolutional neural network, CELLnet, that overcomes the classification problem of leukocytes in a desirable accuracy and speed.