Label-free bio-aerosol sensing using on-chip holographic microscopy and deep learning

Yichen Wu; Ayfer Calis; Yi Luo; Cheng Chen; Maxwell Lutton; Yair Rivenson; Xing Lin; Hatice Ceylan Koydemir; Yibo Zhang; Hongda Wang; Zoltán Göröcs; Aydogan Ozcan

doi:10.1364/CLEO_AT.2019.AM2K.3

Label-free bio-aerosol sensing using on-chip holographic microscopy and deep learning

Yichen Wu, Ayfer Calis, Yi Luo, Cheng Chen, Maxwell Lutton, Yair Rivenson, Xing Lin, Hatice Ceylan Koydemir, Yibo Zhang, Hongda Wang, Zoltán Göröcs, Aydogan Ozcan

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

We present automated and label-free bio-aerosol sensing using a portable and cost-effective device, enabled by on-chip digital holographic microscopy and deep-learning.

Original language	English
Title of host publication	CLEO
Subtitle of host publication	Applications and Technology, CLEO_AT 2019
Publisher	Optica Publishing Group (formerly OSA)
ISBN (Print)	9781943580576
DOIs	https://doi.org/10.1364/CLEO_AT.2019.AM2K.3
State	Published - 1 Jan 2019
Externally published	Yes
Event	CLEO: Applications and Technology, CLEO_AT 2019 - San Jose, United States Duration: 5 May 2019 → 10 May 2019

Publication series

Name	Optics InfoBase Conference Papers
Volume	Part F127-CLEO_AT 2019
ISSN (Electronic)	2162-2701

Conference

Conference	CLEO: Applications and Technology, CLEO_AT 2019
Country/Territory	United States
City	San Jose
Period	5/05/19 → 10/05/19

ASJC Scopus subject areas

Electronic, Optical and Magnetic Materials
Mechanics of Materials

Access to Document

10.1364/CLEO_AT.2019.AM2K.3

Cite this

Wu, Y., Calis, A., Luo, Y., Chen, C., Lutton, M., Rivenson, Y., Lin, X., Koydemir, H. C., Zhang, Y., Wang, H., Göröcs, Z., & Ozcan, A. (2019). Label-free bio-aerosol sensing using on-chip holographic microscopy and deep learning. In CLEO: Applications and Technology, CLEO_AT 2019 (Optics InfoBase Conference Papers; Vol. Part F127-CLEO_AT 2019). Optica Publishing Group (formerly OSA). https://doi.org/10.1364/CLEO_AT.2019.AM2K.3

@inproceedings{08e68ba0a9a94cfd8cea0316c488e34c,

title = "Label-free bio-aerosol sensing using on-chip holographic microscopy and deep learning",

abstract = "We present automated and label-free bio-aerosol sensing using a portable and cost-effective device, enabled by on-chip digital holographic microscopy and deep-learning.",

author = "Yichen Wu and Ayfer Calis and Yi Luo and Cheng Chen and Maxwell Lutton and Yair Rivenson and Xing Lin and Koydemir, \{Hatice Ceylan\} and Yibo Zhang and Hongda Wang and Zolt{\'a}n G{\"o}r{\"o}cs and Aydogan Ozcan",

note = "Publisher Copyright: {\textcopyright} 2019 The Author(s); CLEO: Applications and Technology, CLEO\_AT 2019 ; Conference date: 05-05-2019 Through 10-05-2019",

year = "2019",

month = jan,

day = "1",

doi = "10.1364/CLEO\_AT.2019.AM2K.3",

language = "English",

isbn = "9781943580576",

series = "Optics InfoBase Conference Papers",

publisher = "Optica Publishing Group (formerly OSA)",

booktitle = "CLEO",

}

Wu, Y, Calis, A, Luo, Y, Chen, C, Lutton, M, Rivenson, Y, Lin, X, Koydemir, HC, Zhang, Y, Wang, H, Göröcs, Z & Ozcan, A 2019, Label-free bio-aerosol sensing using on-chip holographic microscopy and deep learning. in CLEO: Applications and Technology, CLEO_AT 2019. Optics InfoBase Conference Papers, vol. Part F127-CLEO_AT 2019, Optica Publishing Group (formerly OSA), CLEO: Applications and Technology, CLEO_AT 2019, San Jose, United States, 5/05/19. https://doi.org/10.1364/CLEO_AT.2019.AM2K.3

Label-free bio-aerosol sensing using on-chip holographic microscopy and deep learning. / Wu, Yichen; Calis, Ayfer; Luo, Yi et al.
CLEO: Applications and Technology, CLEO_AT 2019. Optica Publishing Group (formerly OSA), 2019. (Optics InfoBase Conference Papers; Vol. Part F127-CLEO_AT 2019).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Label-free bio-aerosol sensing using on-chip holographic microscopy and deep learning

AU - Wu, Yichen

AU - Calis, Ayfer

AU - Luo, Yi

AU - Chen, Cheng

AU - Lutton, Maxwell

AU - Rivenson, Yair

AU - Lin, Xing

AU - Koydemir, Hatice Ceylan

AU - Zhang, Yibo

AU - Wang, Hongda

AU - Göröcs, Zoltán

AU - Ozcan, Aydogan

PY - 2019/1/1

Y1 - 2019/1/1

N2 - We present automated and label-free bio-aerosol sensing using a portable and cost-effective device, enabled by on-chip digital holographic microscopy and deep-learning.

AB - We present automated and label-free bio-aerosol sensing using a portable and cost-effective device, enabled by on-chip digital holographic microscopy and deep-learning.

UR - https://www.scopus.com/pages/publications/85068132329

U2 - 10.1364/CLEO_AT.2019.AM2K.3

DO - 10.1364/CLEO_AT.2019.AM2K.3

M3 - Conference contribution

AN - SCOPUS:85068132329

SN - 9781943580576

T3 - Optics InfoBase Conference Papers

BT - CLEO

PB - Optica Publishing Group (formerly OSA)

T2 - CLEO: Applications and Technology, CLEO_AT 2019

Y2 - 5 May 2019 through 10 May 2019

ER -

Label-free bio-aerosol sensing using on-chip holographic microscopy and deep learning

Abstract

Publication series

Conference

ASJC Scopus subject areas

Access to Document

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