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Interpretable and Reliable Oral Cancer Classifier with Attention Mechanism and Expert Knowledge Embedding via Attention Map.
Song B, Zhang C, Sunny S, Kc DR, Li 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, Pillai V, Wilder-Smith P, Suresh A, Kuriakose MA, Birur P, Liang R. Song B, et al. Cancers (Basel). 2023 Feb 23;15(5):1421. doi: 10.3390/cancers15051421. Cancers (Basel). 2023. PMID: 36900210 Free PMC article.
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.
MicroLED chromatic confocal microscope.
Li S, Song B, Peterson T, Hsu J, Liang R. Li S, et al. Among authors: song b. Opt Lett. 2021 Jun 1;46(11):2722-2725. doi: 10.1364/OL.427477. Opt Lett. 2021. PMID: 34061097 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.
6,666 results