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; Vidya Bushan R; Rohan Ramesh; Vijay Pillai; Alben Sigamani; Amritha Suresh; Amritha Suresh; moni Abraham Kuriakose; Praveen Birur; Praveen Birur; Rongguang Liang

doi:10.1364/FIO.2020.JW6A.8

Frontiers in Optics / Laser Science
OSA Technical Digest (Optica Publishing Group, 2020),
paper JW6A.8
•https://doi.org/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, Vidya Bushan R, Rohan Ramesh, Vijay Pillai, Alben Sigamani, Amritha Suresh, moni Abraham Kuriakose, Praveen Birur, and Rongguang Liang

Frontiers in Optics 2020

Washington, DC United States
14–17 September 2020
ISBN: 978-1-943580-80-4

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Joint Poster Session IIIA (JW6A)

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B. Song, S. Sunny, S. Li, G. Keerthi, S. Patrick, N. Mukhia, S. Gurudath, S. Raghavan, P. Mendonca, Tsusennaro, S. T. Leivon, T. Kolur, V. Shetty, V. B. R, R. Ramesh, V. Pillai, A. Sigamani, A. Suresh, m. A. Kuriakose, P. Birur, and R. Liang, "Mobile Oral Cancer Image Classification based on Efficient Deep Learning for Low-resource Settings," in Frontiers in Optics / Laser Science, B. Lee, C. Mazzali, K. Corwin, and R. Jason Jones, eds., OSA Technical Digest (Optica Publishing Group, 2020), paper JW6A.8.

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Abstract

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

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