A Pillar-Based Microfluidic Chip for Detection of T-cells and B-cells using Machine Learning

Bilal Turan, Taisuke Masuda, Wu Lei, Anas Mohd Noor, Koji Horio, Toshiki I. Saito, Yasuyuki Miyata, Fumihito Arai

科研成果: 书/报告/会议事项章节会议稿件同行评审

2 引用 (Scopus)

摘要

Absolute counting of total leukocytes within small amounts of whole blood is difficult since there is not a good technique to separate the leukocytes from limited volume of whole blood. In this study a microfluidic device with a micropillar array is proposed to filter the leukocytes. Leukocytes are dyed with two different immunofluorescence reagent and using Histogram of Oriented Gradients (HOG) based feature detector, detected by using Support Vector Machines (SVM).

源语言英语
主期刊名MHS 2018 - 2018 29th International Symposium on Micro-NanoMechatronics and Human Science
出版商Institute of Electrical and Electronics Engineers Inc.
ISBN(电子版)9781538667927
DOI
出版状态已出版 - 12月 2018
活动29th International Symposium on Micro-NanoMechatronics and Human Science, MHS 2018 - Nagoya, 日本
期限: 10 12月 201812 12月 2018

出版系列

姓名MHS 2018 - 2018 29th International Symposium on Micro-NanoMechatronics and Human Science

会议

会议29th International Symposium on Micro-NanoMechatronics and Human Science, MHS 2018
国家/地区日本
Nagoya
时期10/12/1812/12/18

指纹

探究 'A Pillar-Based Microfluidic Chip for Detection of T-cells and B-cells using Machine Learning' 的科研主题。它们共同构成独一无二的指纹。

引用此