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Diagnosis of paediatric tuberculosis by optically detecting two virulence factors on extracellular vesicles in blood samples.
Zheng W, LaCourse SM, Song B, Singh DK, Khanna M, Olivo J, Stern J, Escudero JN, Vergara C, Zhang F, Li S, Wang S, Cranmer LM, Huang Z, Bojanowski CM, Bao D, Njuguna I, Xiao Y, Wamalwa DC, Nguyen DT, Yang L, Maleche-Obimbo E, Nguyen N, Zhang L, Phan H, Fan J, Ning B, Li C, Lyon CJ, Graviss EA, John-Stewart G, Mitchell CD, Ramsay AJ, Kaushal D, Liang R, Pérez-Then E, Hu TY. Zheng W, et al. Among authors: li s, li c. Nat Biomed Eng. 2022 Aug;6(8):979-991. doi: 10.1038/s41551-022-00922-1. Epub 2022 Aug 19. Nat Biomed Eng. 2022. PMID: 35986185 Free PMC article.
MicroLED chromatic confocal microscope.
Li S, Song B, Peterson T, Hsu J, Liang R. Li S, et al. 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. Among authors: li s. 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. Among authors: li s. 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.
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: li s. 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.
Furthermore, CNNs may incorrectly concentrate on other areas surrounding the salient object, rather than the network's attention focusing directly on the object to be recognized, as the network has no incentive to focus solely on the correct subjects to be detected. ...We …
Furthermore, CNNs may incorrectly concentrate on other areas surrounding the salient object, rather than the network's attention focu …
Exploring uncertainty measures in convolutional neural network for semantic segmentation of oral cancer images.
Song B, Li S, Sunny S, Gurushanth K, Mendonca P, Mukhia N, Patrick S, Peterson T, Gurudath S, Raghavan S, Tsusennaro I, Leivon S, 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. Among authors: li s. J Biomed Opt. 2022 Nov;27(11):115001. doi: 10.1117/1.JBO.27.11.115001. J Biomed Opt. 2022. PMID: 36329004 Free PMC article.
Clinical assessment of a low-cost, hand-held, smartphone-attached intraoral imaging probe for 5-aminolevulinic acid photodynamic therapy monitoring and guidance.
Khan S, Song B, Mallidi S, Li S, Liu H, Bilal Hussain MA, Siddiqui S, Khan AP, Akhtar K, Siddiqui SA, Hasan SA, Hopper C, Bown SG, Liang R, Hasan T, Celli JP. Khan S, et al. Among authors: li s. J Biomed Opt. 2023 Aug;28(8):082809. doi: 10.1117/1.JBO.28.8.082809. Epub 2023 Jul 21. J Biomed Opt. 2023. PMID: 37483565 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. Among authors: li s. 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.
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