High accuracy detection for T-cells and B-cells using deep convolutional neural networks

High accuracy detection for T-cells and B-cells using deep convolutional neural networks

Abstract Providing an accurate count of total leukocytes and specific subsets (such as T-cells and B-cells) within small amounts of whole blood is a rather challenging ordeal due to the lack of techniques that enable the separation of leukocytes from a limited amount of whole blood. In a previous st...

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Bibliographic Details
Main Authors: Bilal Turan, Taisuke Masuda, Anas Mohd Noor, Koji Horio, Toshiki I. Saito, Yasuyuki Miyata, Fumihito Arai
Format: Article
Language:English
Published: SpringerOpen 2018-12-01
Series:ROBOMECH Journal
Subjects:
Deep learning
Convolutional neural networks
Microfluidic chip
T-cells
B-cells
Online Access:http://link.springer.com/article/10.1186/s40648-018-0128-4

Internet

http://link.springer.com/article/10.1186/s40648-018-0128-4

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