Label-Free Diagnosis of Cervical Cancer Based on Ultrahigh Resolution Optical Coherence Microscopy and Machine Learning

Xianxu Zeng; Xiaoan Zhang; Tao Xu; Canyu Li; Xiaofang Wang; Jason Jerwick; Yuan Ning; Yihong Wang; Linlin Zhang; Zhan Zhang; Yutao Ma; Chao Zhou

doi:10.1364/cleopr.2018.w4k.4

Label-Free Diagnosis of Cervical Cancer Based on Ultrahigh Resolution Optical Coherence Microscopy and Machine Learning

Xianxu Zeng, Xiaoan Zhang, Tao Xu, Canyu Li, Xiaofang Wang, Jason Jerwick, Yuan Ning, Yihong Wang, Linlin Zhang, Zhan Zhang, Yutao Ma, Chao Zhou

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

Abstract

Current tools for cervical cancer screening cannot provide real-time results or localize suspicious regions. Label-free optical coherence microscopy combined with a machine learning algorithm shows great potential to provide real-time diagnosis of human cervical diseases.

Original language	English
Title of host publication	2018 Conference on Lasers and Electro-Optics Pacific Rim, CLEO-PR 2018
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9781943580453
DOIs	https://doi.org/10.1364/cleopr.2018.w4k.4
State	Published - Jul 2 2018
Event	2018 Conference on Lasers and Electro-Optics Pacific Rim, CLEO-PR 2018 - Wanchai, Hong Kong Duration: Jul 29 2018 → Aug 3 2018

Publication series

Name	2018 Conference on Lasers and Electro-Optics Pacific Rim, CLEO-PR 2018

Conference

Conference	2018 Conference on Lasers and Electro-Optics Pacific Rim, CLEO-PR 2018
Country/Territory	Hong Kong
City	Wanchai
Period	07/29/18 → 08/3/18

Access to Document

10.1364/cleopr.2018.w4k.4

Cite this

Zeng, X., Zhang, X., Xu, T., Li, C., Wang, X., Jerwick, J., Ning, Y., Wang, Y., Zhang, L., Zhang, Z., Ma, Y., & Zhou, C. (2018). Label-Free Diagnosis of Cervical Cancer Based on Ultrahigh Resolution Optical Coherence Microscopy and Machine Learning. In 2018 Conference on Lasers and Electro-Optics Pacific Rim, CLEO-PR 2018 Article 8699903 (2018 Conference on Lasers and Electro-Optics Pacific Rim, CLEO-PR 2018). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1364/cleopr.2018.w4k.4

Zeng, Xianxu ; Zhang, Xiaoan ; Xu, Tao et al. / Label-Free Diagnosis of Cervical Cancer Based on Ultrahigh Resolution Optical Coherence Microscopy and Machine Learning. 2018 Conference on Lasers and Electro-Optics Pacific Rim, CLEO-PR 2018. Institute of Electrical and Electronics Engineers Inc., 2018. (2018 Conference on Lasers and Electro-Optics Pacific Rim, CLEO-PR 2018).

@inproceedings{d2784fe09922402e9281d49c275470e4,

title = "Label-Free Diagnosis of Cervical Cancer Based on Ultrahigh Resolution Optical Coherence Microscopy and Machine Learning",

abstract = "Current tools for cervical cancer screening cannot provide real-time results or localize suspicious regions. Label-free optical coherence microscopy combined with a machine learning algorithm shows great potential to provide real-time diagnosis of human cervical diseases.",

author = "Xianxu Zeng and Xiaoan Zhang and Tao Xu and Canyu Li and Xiaofang Wang and Jason Jerwick and Yuan Ning and Yihong Wang and Linlin Zhang and Zhan Zhang and Yutao Ma and Chao Zhou",

note = "Publisher Copyright: {\textcopyright} 2018 OSA.; 2018 Conference on Lasers and Electro-Optics Pacific Rim, CLEO-PR 2018 ; Conference date: 29-07-2018 Through 03-08-2018",

year = "2018",

month = jul,

day = "2",

doi = "10.1364/cleopr.2018.w4k.4",

language = "English",

series = "2018 Conference on Lasers and Electro-Optics Pacific Rim, CLEO-PR 2018",

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

booktitle = "2018 Conference on Lasers and Electro-Optics Pacific Rim, CLEO-PR 2018",

}

Zeng, X, Zhang, X, Xu, T, Li, C, Wang, X, Jerwick, J, Ning, Y, Wang, Y, Zhang, L, Zhang, Z, Ma, Y & Zhou, C 2018, Label-Free Diagnosis of Cervical Cancer Based on Ultrahigh Resolution Optical Coherence Microscopy and Machine Learning. in 2018 Conference on Lasers and Electro-Optics Pacific Rim, CLEO-PR 2018., 8699903, 2018 Conference on Lasers and Electro-Optics Pacific Rim, CLEO-PR 2018, Institute of Electrical and Electronics Engineers Inc., 2018 Conference on Lasers and Electro-Optics Pacific Rim, CLEO-PR 2018, Wanchai, Hong Kong, 07/29/18. https://doi.org/10.1364/cleopr.2018.w4k.4

Label-Free Diagnosis of Cervical Cancer Based on Ultrahigh Resolution Optical Coherence Microscopy and Machine Learning. / Zeng, Xianxu; Zhang, Xiaoan; Xu, Tao et al.
2018 Conference on Lasers and Electro-Optics Pacific Rim, CLEO-PR 2018. Institute of Electrical and Electronics Engineers Inc., 2018. 8699903 (2018 Conference on Lasers and Electro-Optics Pacific Rim, CLEO-PR 2018).

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

TY - GEN

T1 - Label-Free Diagnosis of Cervical Cancer Based on Ultrahigh Resolution Optical Coherence Microscopy and Machine Learning

AU - Zeng, Xianxu

AU - Zhang, Xiaoan

AU - Xu, Tao

AU - Li, Canyu

AU - Wang, Xiaofang

AU - Jerwick, Jason

AU - Ning, Yuan

AU - Wang, Yihong

AU - Zhang, Linlin

AU - Zhang, Zhan

AU - Ma, Yutao

AU - Zhou, Chao

PY - 2018/7/2

Y1 - 2018/7/2

N2 - Current tools for cervical cancer screening cannot provide real-time results or localize suspicious regions. Label-free optical coherence microscopy combined with a machine learning algorithm shows great potential to provide real-time diagnosis of human cervical diseases.

AB - Current tools for cervical cancer screening cannot provide real-time results or localize suspicious regions. Label-free optical coherence microscopy combined with a machine learning algorithm shows great potential to provide real-time diagnosis of human cervical diseases.

UR - http://www.scopus.com/inward/record.url?scp=85065626902&partnerID=8YFLogxK

U2 - 10.1364/cleopr.2018.w4k.4

DO - 10.1364/cleopr.2018.w4k.4

M3 - Conference contribution

AN - SCOPUS:85065626902

T3 - 2018 Conference on Lasers and Electro-Optics Pacific Rim, CLEO-PR 2018

BT - 2018 Conference on Lasers and Electro-Optics Pacific Rim, CLEO-PR 2018

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 2018 Conference on Lasers and Electro-Optics Pacific Rim, CLEO-PR 2018

Y2 - 29 July 2018 through 3 August 2018

ER -

Zeng X, Zhang X, Xu T, Li C, Wang X, Jerwick J et al. Label-Free Diagnosis of Cervical Cancer Based on Ultrahigh Resolution Optical Coherence Microscopy and Machine Learning. In 2018 Conference on Lasers and Electro-Optics Pacific Rim, CLEO-PR 2018. Institute of Electrical and Electronics Engineers Inc. 2018. 8699903. (2018 Conference on Lasers and Electro-Optics Pacific Rim, CLEO-PR 2018). doi: 10.1364/cleopr.2018.w4k.4

Label-Free Diagnosis of Cervical Cancer Based on Ultrahigh Resolution Optical Coherence Microscopy and Machine Learning

Abstract

Publication series

Conference

Access to Document

Other files and links

Fingerprint

Cite this