Dual-modal oral cancer screening platform and automatic classification algorithm for low-resource settings (Conference Presentation)

Bofan Song; Sumsum Sunny; Ross D. Uthoff; Sanjana Patrick; Amritha Suresh; Trupti Kolur; G. Keerthi; Afarin Anbarani; Petra Wilder-Smith; Moni A. Kuriakose; Praveen Birur; Jeffrey J. Rodriguez; Rongguang Liang

doi:10.1117/12.2552213

9 March 2020 Dual-modal oral cancer screening platform and automatic classification algorithm for low-resource settings (Conference Presentation)

Bofan Song, Sumsum Sunny, Ross D. Uthoff, Sanjana Patrick, Amritha Suresh, Trupti Kolur, G. Keerthi, Afarin Anbarani, Petra Wilder-Smith, Moni A. Kuriakose, Praveen Birur, Jeffrey J. Rodriguez, Rongguang Liang

Author Affiliations +

Proceedings Volume 11230, Optics and Biophotonics in Low-Resource Settings VI; 112300V (2020) https://doi.org/10.1117/12.2552213
Event: SPIE BiOS, 2020, San Francisco, California, United States

Abstract

Oral cancer is one of the most common malignant tumors. There are 354,864 new cases and 177,384 death per year globally according to Globocan 2018 report. Most of the cases are in low- and middle-income countries that lack trained specialists and health services, of which India accounts for approximately one-third of the new cases and two-fifth deaths. Point-of-care oral screening tool to enable early diagnosis is urgently needed. We developed a dual-mode intraoral oral cancer screening platform and an automatic classification algorithm for oral dysplasia and malignancy images using deep learning.

Conference Presentation

Citation Download Citation

Bofan Song, Sumsum Sunny, Ross D. Uthoff, Sanjana Patrick, Amritha Suresh, Trupti Kolur, G. Keerthi, Afarin Anbarani, Petra Wilder-Smith, Moni A. Kuriakose, Praveen Birur, Jeffrey J. Rodriguez, and Rongguang Liang "Dual-modal oral cancer screening platform and automatic classification algorithm for low-resource settings (Conference Presentation)", Proc. SPIE 11230, Optics and Biophotonics in Low-Resource Settings VI, 112300V (9 March 2020); https://doi.org/10.1117/12.2552213

ACCESS THE FULL ARTICLE

INSTITUTIONAL
Select your institution to access the SPIE Digital Library.

SELECT YOUR INSTITUTION

PERSONAL
Sign in with your SPIE account to access your personal subscriptions or to use specific features such as save to my library, sign up for alerts, save searches, etc.

PERSONAL SIGN IN

No SPIE Account? Create one

PURCHASE THIS CONTENT

SUBSCRIBE TO DIGITAL LIBRARY

50 downloads per 1-year subscription

Members: $195

Non-members: $335 ADD TO CART

25 downloads per 1 - year subscription

Members: $145

Non-members: $250 ADD TO CART

PURCHASE SINGLE ARTICLE

Includes PDF, HTML & Video, when available