Mobile oral cancer image classification based on efficient deep learning for low-resource settings

Bofan Song; Sumsum Sunny; Shaobai Li; G. Keerthi; Sanjana Patrick; Nirza Mukhia; Shubha Gurudath; Subhashini Raghavan; Pramila Mendonca; null Tsusennaro; Shirley T. Leivon; Trupti Kolur; Vivek Shetty; R. Vidya Bushan; Rohan Ramesh; Vijay Pillai; Alben Sigamani; Amritha Suresh; moni Abraham Kuriakose; Praveen Birur; Rongguang Liang

doi:10.1364/FIO.2020.JW6A.8

Mobile oral cancer image classification based on efficient deep learning for low-resource settings

Bofan Song, Sumsum Sunny, Shaobai Li, G. Keerthi, Sanjana Patrick, Nirza Mukhia, Shubha Gurudath, Subhashini Raghavan, Pramila Mendonca, Tsusennaro, Shirley T. Leivon, Trupti Kolur, Vivek Shetty, R. Vidya Bushan, Rohan Ramesh, Vijay Pillai, Alben Sigamani, Amritha Suresh, moni Abraham Kuriakose, Praveen BirurRongguang Liang

Optical Sciences

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

Abstract

We will report a mobile-based dual-mode image classification method for oral cancer detection in low-resource settings.

Original language	English (US)
Title of host publication	Frontiers in Optics - Proceedings Frontiers in Optics / Laser Science, Part of Frontiers in Optics + Laser Science APS/DLS, FiO 2020
Publisher	Optica Publishing Group (formerly OSA)
ISBN (Electronic)	9781943580804
DOIs	https://doi.org/10.1364/FIO.2020.JW6A.8
State	Published - Sep 14 2020
Event	2020 Frontiers in Optics Conference, FiO 2020 - Washington, United States Duration: Sep 14 2020 → Sep 17 2020

Publication series

Name	Optics InfoBase Conference Papers

Conference

Conference	2020 Frontiers in Optics Conference, FiO 2020
Country/Territory	United States
City	Washington
Period	9/14/20 → 9/17/20

ASJC Scopus subject areas

Electronic, Optical and Magnetic Materials
Mechanics of Materials

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10.1364/FIO.2020.JW6A.8

Cite this

Song, B., Sunny, S., Li, S., Keerthi, G., Patrick, S., Mukhia, N., Gurudath, S., Raghavan, S., Mendonca, P., Tsusennaro, Leivon, S. T., Kolur, T., Shetty, V., Vidya Bushan, R., Ramesh, R., Pillai, V., Sigamani, A., Suresh, A., Kuriakose, M. A., ... Liang, R. (2020). Mobile oral cancer image classification based on efficient deep learning for low-resource settings. In Frontiers in Optics - Proceedings Frontiers in Optics / Laser Science, Part of Frontiers in Optics + Laser Science APS/DLS, FiO 2020 Article JW6A.8 (Optics InfoBase Conference Papers). Optica Publishing Group (formerly OSA). https://doi.org/10.1364/FIO.2020.JW6A.8

Mobile oral cancer image classification based on efficient deep learning for low-resource settings. / Song, Bofan; Sunny, Sumsum; Li, Shaobai et al.
Frontiers in Optics - Proceedings Frontiers in Optics / Laser Science, Part of Frontiers in Optics + Laser Science APS/DLS, FiO 2020. Optica Publishing Group (formerly OSA), 2020. JW6A.8 (Optics InfoBase Conference Papers).

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

Song, B, Sunny, S, Li, S, Keerthi, G, Patrick, S, Mukhia, N, Gurudath, S, Raghavan, S, Mendonca, P, Tsusennaro, Leivon, ST, Kolur, T, Shetty, V, Vidya Bushan, R, Ramesh, R, Pillai, V, Sigamani, A, Suresh, A, Kuriakose, MA, Birur, P & Liang, R 2020, Mobile oral cancer image classification based on efficient deep learning for low-resource settings. in Frontiers in Optics - Proceedings Frontiers in Optics / Laser Science, Part of Frontiers in Optics + Laser Science APS/DLS, FiO 2020., JW6A.8, Optics InfoBase Conference Papers, Optica Publishing Group (formerly OSA), 2020 Frontiers in Optics Conference, FiO 2020, Washington, United States, 9/14/20. https://doi.org/10.1364/FIO.2020.JW6A.8

Song B, Sunny S, Li S, Keerthi G, Patrick S, Mukhia N et al. Mobile oral cancer image classification based on efficient deep learning for low-resource settings. In Frontiers in Optics - Proceedings Frontiers in Optics / Laser Science, Part of Frontiers in Optics + Laser Science APS/DLS, FiO 2020. Optica Publishing Group (formerly OSA). 2020. JW6A.8. (Optics InfoBase Conference Papers). doi: 10.1364/FIO.2020.JW6A.8

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title = "Mobile oral cancer image classification based on efficient deep learning for low-resource settings",

abstract = "We will report a mobile-based dual-mode image classification method for oral cancer detection in low-resource settings.",

author = "Bofan Song and Sumsum Sunny and Shaobai Li and G. Keerthi and Sanjana Patrick and Nirza Mukhia and Shubha Gurudath and Subhashini Raghavan and Pramila Mendonca and Tsusennaro and Leivon, {Shirley T.} and Trupti Kolur and Vivek Shetty and {Vidya Bushan}, R. and Rohan Ramesh and Vijay Pillai and Alben Sigamani and Amritha Suresh and Kuriakose, {moni Abraham} and Praveen Birur and Rongguang Liang",

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doi = "10.1364/FIO.2020.JW6A.8",

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AU - Mukhia, Nirza

AU - Gurudath, Shubha

AU - Raghavan, Subhashini

AU - Mendonca, Pramila

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AU - Leivon, Shirley T.

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AU - Pillai, Vijay

AU - Sigamani, Alben

AU - Suresh, Amritha

AU - Kuriakose, moni Abraham

AU - Birur, Praveen

AU - Liang, Rongguang

PY - 2020/9/14

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BT - Frontiers in Optics - Proceedings Frontiers in Optics / Laser Science, Part of Frontiers in Optics + Laser Science APS/DLS, FiO 2020

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Mobile oral cancer image classification based on efficient deep learning for low-resource settings

Abstract

Publication series

Conference

ASJC Scopus subject areas

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