Real-time colorectal cancer diagnosis using PR-OCT with deep learning

Yifeng Zeng; Shiqi Xu; William C. Chapman; Shuying Li; Zahra Alipour; Heba Abdelal; Deyali Chatterjee; Matthew Mutch; Quing Zhu

Real-time colorectal cancer diagnosis using PR-OCT with deep learning

Yifeng Zeng, Shiqi Xu, William C. Chapman, Shuying Li, Zahra Alipour, Heba Abdelal, Deyali Chatterjee, Matthew Mutch, Quing Zhu

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

3 Scopus citations

Abstract

A pattern-recognition optical coherence tomography was designed to automate diagnosis of human colorectal tissue in real-time. An area under the ROC of 0.998 is achieved by our initial experience with 18 ex vivo human specimens.

Original language	English
Title of host publication	Optical Coherence Tomography, OCT 2020
Publisher	Optica Publishing Group (formerly OSA)
ISBN (Print)	9781943580743
State	Published - 2020
Event	Optical Coherence Tomography, OCT 2020 - Washington, United States Duration: Apr 20 2020 → Apr 23 2020

Publication series

Name	Optics InfoBase Conference Papers
Volume	Part F180-OCT-2020
ISSN (Electronic)	2162-2701

Conference

Conference	Optical Coherence Tomography, OCT 2020
Country/Territory	United States
City	Washington
Period	04/20/20 → 04/23/20

Cite this

@inproceedings{47c74d4115b945b9a76aeb99e8ad76a6,

title = "Real-time colorectal cancer diagnosis using PR-OCT with deep learning",

abstract = "A pattern-recognition optical coherence tomography was designed to automate diagnosis of human colorectal tissue in real-time. An area under the ROC of 0.998 is achieved by our initial experience with 18 ex vivo human specimens.",

author = "Yifeng Zeng and Shiqi Xu and Chapman, {William C.} and Shuying Li and Zahra Alipour and Heba Abdelal and Deyali Chatterjee and Matthew Mutch and Quing Zhu",

note = "Publisher Copyright: {\textcopyright} OSA 2020 {\textcopyright} 2020 The Author(s).; Optical Coherence Tomography, OCT 2020 ; Conference date: 20-04-2020 Through 23-04-2020",

year = "2020",

language = "English",

isbn = "9781943580743",

series = "Optics InfoBase Conference Papers",

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

booktitle = "Optical Coherence Tomography, OCT 2020",

}

Zeng, Y, Xu, S, Chapman, WC, Li, S, Alipour, Z, Abdelal, H, Chatterjee, D, Mutch, M & Zhu, Q 2020, Real-time colorectal cancer diagnosis using PR-OCT with deep learning. in Optical Coherence Tomography, OCT 2020. Optics InfoBase Conference Papers, vol. Part F180-OCT-2020, Optica Publishing Group (formerly OSA), Optical Coherence Tomography, OCT 2020, Washington, United States, 04/20/20.

Real-time colorectal cancer diagnosis using PR-OCT with deep learning. / Zeng, Yifeng; Xu, Shiqi; Chapman, William C. et al.
Optical Coherence Tomography, OCT 2020. Optica Publishing Group (formerly OSA), 2020. (Optics InfoBase Conference Papers; Vol. Part F180-OCT-2020).

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

TY - GEN

T1 - Real-time colorectal cancer diagnosis using PR-OCT with deep learning

AU - Zeng, Yifeng

AU - Xu, Shiqi

AU - Chapman, William C.

AU - Li, Shuying

AU - Alipour, Zahra

AU - Abdelal, Heba

AU - Chatterjee, Deyali

AU - Mutch, Matthew

AU - Zhu, Quing

PY - 2020

Y1 - 2020

N2 - A pattern-recognition optical coherence tomography was designed to automate diagnosis of human colorectal tissue in real-time. An area under the ROC of 0.998 is achieved by our initial experience with 18 ex vivo human specimens.

AB - A pattern-recognition optical coherence tomography was designed to automate diagnosis of human colorectal tissue in real-time. An area under the ROC of 0.998 is achieved by our initial experience with 18 ex vivo human specimens.

UR - http://www.scopus.com/inward/record.url?scp=85091432797&partnerID=8YFLogxK

M3 - Conference contribution

AN - SCOPUS:85091432797

SN - 9781943580743

T3 - Optics InfoBase Conference Papers

BT - Optical Coherence Tomography, OCT 2020

PB - Optica Publishing Group (formerly OSA)

T2 - Optical Coherence Tomography, OCT 2020

Y2 - 20 April 2020 through 23 April 2020

ER -

Real-time colorectal cancer diagnosis using PR-OCT with deep learning

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