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Point-of-care, smartphone-based, dual-modality, dual-view, oral cancer screening device with neural network classification for low-resource communities.
Uthoff RD, Song B, Sunny S, Patrick S, Suresh A, Kolur T, Keerthi G, Spires O, Anbarani A, Wilder-Smith P, Kuriakose MA, Birur P, Liang R. Uthoff RD, et al. Among authors: song b. PLoS One. 2018 Dec 5;13(12):e0207493. doi: 10.1371/journal.pone.0207493. eCollection 2018. PLoS One. 2018. PMID: 30517120 Free PMC article.
Mobile-based oral cancer classification for point-of-care screening.
Song B, Sunny S, Li S, Gurushanth K, Mendonca P, Mukhia N, Patrick S, Gurudath S, Raghavan S, Imchen T, Leivon S, Kolur T, Shetty V, Bushan V, Ramesh R, Lima N, Pillai V, Wilder-Smith P, Sigamani A, Suresh A, Kuriakose M, Birur P, Liang R. Song B, et al. J Biomed Opt. 2021 Jun;26(6):065003. doi: 10.1117/1.JBO.26.6.065003. J Biomed Opt. 2021. PMID: 34164967 Free PMC article.
Classification of imbalanced oral cancer image data from high-risk population.
Song B, Li S, Sunny S, Gurushanth K, Mendonca P, Mukhia N, Patrick S, Gurudath S, Raghavan S, Tsusennaro I, Leivon ST, Kolur T, Shetty V, Bushan V, Ramesh R, Peterson T, Pillai V, Wilder-Smith P, Sigamani A, Suresh A, Kuriakose MA, Birur P, Liang R. Song B, et al. J Biomed Opt. 2021 Oct;26(10):105001. doi: 10.1117/1.JBO.26.10.105001. J Biomed Opt. 2021. PMID: 34689442 Free PMC article.
Bayesian deep learning for reliable oral cancer image classification.
Song B, Sunny S, Li S, Gurushanth K, Mendonca P, Mukhia N, Patrick S, Gurudath S, Raghavan S, Tsusennaro I, Leivon ST, Kolur T, Shetty V, Bushan VR, Ramesh R, Peterson T, Pillai V, Wilder-Smith P, Sigamani A, Suresh A, Kuriakose MA, Birur P, Liang R. Song B, et al. Biomed Opt Express. 2021 Sep 20;12(10):6422-6430. doi: 10.1364/BOE.432365. eCollection 2021 Oct 1. Biomed Opt Express. 2021. PMID: 34745746 Free PMC article.
Interpretable deep learning approach for oral cancer classification using guided attention inference network.
Figueroa KC, Song B, Sunny S, Li S, Gurushanth K, Mendonca P, Mukhia N, Patrick S, Gurudath S, Raghavan S, Imchen T, Leivon ST, Kolur T, Shetty V, Bushan V, Ramesh R, Pillai V, Wilder-Smith P, Sigamani A, Suresh A, Kuriakose MA, Birur P, Liang R. Figueroa KC, et al. Among authors: song b. J Biomed Opt. 2022 Jan;27(1):015001. doi: 10.1117/1.JBO.27.1.015001. J Biomed Opt. 2022. PMID: 35023333 Free PMC article.
Field validation of deep learning based Point-of-Care device for early detection of oral malignant and potentially malignant disorders.
Birur N P, Song B, Sunny SP, G K, Mendonca P, Mukhia N, Li S, Patrick S, G S, A R S, Imchen T, Leivon ST, Kolur T, Shetty V, R VB, Vaibhavi D, Rajeev S, Pednekar S, Banik AD, Ramesh RM, Pillai V, O S K, Smith PW, Sigamani A, Suresh A, Liang R, Kuriakose MA. Birur N P, et al. Among authors: song b. Sci Rep. 2022 Aug 22;12(1):14283. doi: 10.1038/s41598-022-18249-x. Sci Rep. 2022. PMID: 35995987 Free PMC article.
7,115 results