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

doi:10.1109/MHS.2018.8886964

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

化学与化工学院

Nagoya University

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	https://doi.org/10.1109/MHS.2018.8886964
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 2018 → 12 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
市	Nagoya
时期	10/12/18 → 12/12/18

访问文件

10.1109/MHS.2018.8886964

其它文件与链接

链接到 Scopus 的出版物

引用此

Turan, B., Masuda, T., Lei, W., Noor, A. M., Horio, K., Saito, T. I., Miyata, Y., & Arai, F. (2018). A Pillar-Based Microfluidic Chip for Detection of T-cells and B-cells using Machine Learning. 在 MHS 2018 - 2018 29th International Symposium on Micro-NanoMechatronics and Human Science 文章 8886964 (MHS 2018 - 2018 29th International Symposium on Micro-NanoMechatronics and Human Science). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/MHS.2018.8886964

Turan, Bilal ; Masuda, Taisuke ; Lei, Wu 等. / A Pillar-Based Microfluidic Chip for Detection of T-cells and B-cells using Machine Learning. MHS 2018 - 2018 29th International Symposium on Micro-NanoMechatronics and Human Science. Institute of Electrical and Electronics Engineers Inc., 2018. (MHS 2018 - 2018 29th International Symposium on Micro-NanoMechatronics and Human Science).

@inproceedings{357fddc1cec244f593c637a678b3236a,

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

abstract = "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).",

author = "Bilal Turan and Taisuke Masuda and Wu Lei and Noor, {Anas Mohd} and Koji Horio and Saito, {Toshiki I.} and Yasuyuki Miyata and Fumihito Arai",

note = "Publisher Copyright: {\textcopyright} 2018 IEEE.; 29th International Symposium on Micro-NanoMechatronics and Human Science, MHS 2018 ; Conference date: 10-12-2018 Through 12-12-2018",

year = "2018",

month = dec,

doi = "10.1109/MHS.2018.8886964",

language = "English",

series = "MHS 2018 - 2018 29th International Symposium on Micro-NanoMechatronics and Human Science",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

booktitle = "MHS 2018 - 2018 29th International Symposium on Micro-NanoMechatronics and Human Science",

address = "United States",

}

Turan, B, Masuda, T, Lei, W, Noor, AM, Horio, K, Saito, TI, Miyata, Y & Arai, F 2018, A Pillar-Based Microfluidic Chip for Detection of T-cells and B-cells using Machine Learning. 在 MHS 2018 - 2018 29th International Symposium on Micro-NanoMechatronics and Human Science., 8886964, MHS 2018 - 2018 29th International Symposium on Micro-NanoMechatronics and Human Science, Institute of Electrical and Electronics Engineers Inc., 29th International Symposium on Micro-NanoMechatronics and Human Science, MHS 2018, Nagoya, 日本, 10/12/18. https://doi.org/10.1109/MHS.2018.8886964

A Pillar-Based Microfluidic Chip for Detection of T-cells and B-cells using Machine Learning. / Turan, Bilal; Masuda, Taisuke; Lei, Wu 等.
MHS 2018 - 2018 29th International Symposium on Micro-NanoMechatronics and Human Science. Institute of Electrical and Electronics Engineers Inc., 2018. 8886964 (MHS 2018 - 2018 29th International Symposium on Micro-NanoMechatronics and Human Science).

科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

TY - GEN

T1 - A Pillar-Based Microfluidic Chip for Detection of T-cells and B-cells using Machine Learning

AU - Turan, Bilal

AU - Masuda, Taisuke

AU - Lei, Wu

AU - Noor, Anas Mohd

AU - Horio, Koji

AU - Saito, Toshiki I.

AU - Miyata, Yasuyuki

AU - Arai, Fumihito

PY - 2018/12

Y1 - 2018/12

N2 - 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).

AB - 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).

UR - http://www.scopus.com/inward/record.url?scp=85075007735&partnerID=8YFLogxK

U2 - 10.1109/MHS.2018.8886964

DO - 10.1109/MHS.2018.8886964

M3 - Conference contribution

AN - SCOPUS:85075007735

T3 - MHS 2018 - 2018 29th International Symposium on Micro-NanoMechatronics and Human Science

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

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 29th International Symposium on Micro-NanoMechatronics and Human Science, MHS 2018

Y2 - 10 December 2018 through 12 December 2018

ER -

Turan B, Masuda T, Lei W, Noor AM, Horio K, Saito TI 等. A Pillar-Based Microfluidic Chip for Detection of T-cells and B-cells using Machine Learning. 在 MHS 2018 - 2018 29th International Symposium on Micro-NanoMechatronics and Human Science. Institute of Electrical and Electronics Engineers Inc. 2018. 8886964. (MHS 2018 - 2018 29th International Symposium on Micro-NanoMechatronics and Human Science). doi: 10.1109/MHS.2018.8886964

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

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