Zobrazeno 1 - 9
of 9
pro vyhledávání: '"Imchen Tsusennaro"'
Autor:
Bofan Song, Chicheng Zhang, Sumsum Sunny, Dharma Raj KC, Shaobai Li, Keerthi Gurushanth, Pramila Mendonca, Nirza Mukhia, Sanjana Patrick, Shubha Gurudath, Subhashini Raghavan, Imchen Tsusennaro, Shirley T. Leivon, Trupti Kolur, Vivek Shetty, Vidya Bushan, Rohan Ramesh, Vijay Pillai, Petra Wilder-Smith, Amritha Suresh, Moni Abraham Kuriakose, Praveen Birur, Rongguang Liang
Publikováno v:
Cancers, Vol 15, Iss 5, p 1421 (2023)
Convolutional neural networks have demonstrated excellent performance in oral cancer detection and classification. However, the end-to-end learning strategy makes CNNs hard to interpret, and it can be challenging to fully understand the decision-maki
Externí odkaz:
https://doaj.org/article/cc19eddb7e4144fc9b66a920ed6ba63d
Akademický článek
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Autor:
Bofan Song, Shaobai Li, Sumsum Sunny, Keerthi Gurushanth, Pramila Mendonca, Nirza Mukhia, Sanjana Patrick, Tyler Peterson, Shubha Gurudath, Subhashini Raghavan, Imchen Tsusennaro, Shirley T. Leivon, Trupti Kolur, Vivek Shetty, Vidya Bushan, Rohan Ramesh, Vijay Pillai, Petra Wilder-Smith, Amritha Suresh, Moni Abraham Kuriakose, Praveen Birur, Rongguang Liang
Publikováno v:
Journal of biomedical optics, vol 27, iss 11
SignificanceOral cancer is one of the most prevalent cancers, especially in middle- and low-income countries such as India. Automatic segmentation of oral cancer images can improve the diagnostic workflow, which is a significant task in oral cancer i
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::f22b57f38a347a1bf61374101226f31e
https://escholarship.org/uc/item/1wh7t9nh
https://escholarship.org/uc/item/1wh7t9nh
Akademický článek
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Akademický článek
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Autor:
Shubha Gurudath, Shirley T Leivon, Praveen Birur, Rohan Ramesh, Vivek Shetty, Nirza Mukhia, Vidya Bushan, Alben Sigamani, Pramila Mendonca, Imchen Tsusennaro, Subhashini Raghavan, Petra Wilder-Smith, Sumsum P. Sunny, Moni Abraham Kuriakose, Trupti Kolur, Sanjana Patrick, Keerthi Gurushanth, Rongguang Liang, Shaobai Li, Amritha Suresh, Bofan Song, Tyler Peterson, Vijay Pillai
Publikováno v:
Journal of biomedical optics, vol 26, iss 10
Journal of Biomedical Optics
Journal of Biomedical Optics
Significance: Early detection of oral cancer is vital for high-risk patients, and machine learning-based automatic classification is ideal for disease screening. However, current datasets collected from high-risk populations are unbalanced and often
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::331a3bebe6d8da7355c4778f23fdbbce
https://escholarship.org/uc/item/4f96x0mf
https://escholarship.org/uc/item/4f96x0mf
Autor:
Praveen Birur, Rohan Ramesh, Vidya Bushan, Keerthi Gurushanth, Vijay Pillai, Rongguang Liang, Vivek Shetty, Alben Sigamani, Imchen Tsusennaro, Moni Abraham Kuriakose, Petra Wilder-Smith, Amritha Suresh, Shubha Gurudath, Pramila Mendonca, Bofan Song, Tyler Peterson, Sumsum P. Sunny, Shirley T Leivon, Nirza Mukhia, Shaobai Li, Subhashini Raghavan, Trupti Kolur, Sanjana Patrick
Publikováno v:
Biomedical optics express, vol 12, iss 10
In medical imaging, deep learning-based solutions have achieved state-of-the-art performance. However, reliability restricts the integration of deep learning into practical medical workflows since conventional deep learning frameworks cannot quantita
Akademický článek
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Autor:
Gurushanth K; KLE Society's Institute of Dental Sciences., Mukhia N; KLE Society's Institute of Dental Sciences., Sunny SP; Mazumdar Shaw Medical Foundation., Song B; University of Arizona., Raghavan SA; KLE Society's Institute of Dental Sciences., Gurudath S; KLE Society's Institute of Dental Sciences., Mendonca P; Mazumdar Shaw Medical Foundation., Li S; University of Arizona., Patrick S; Biocon Foundation., Imchen T; Christian Institute of Health Sciences and Research., Leivon ST; Christian Institute of Health Sciences and Research., Shruti T; Homi Bhabha Cancer hospital., Kolur T; Mazumdar Shaw Medical Foundation., Shetty V; Mazumdar Shaw Medical Foundation., Bhushan R V; Mazumdar Shaw Medical Foundation., Ramesh RM; Christian Institute of Health Sciences and Research., Pillai V; Mazumdar Shaw Medical Foundation., S KO; Beckman Laser Institute, University of California Irvine School of Medicine., Smith PW; Beckman Laser Institute, University of California Irvine School of Medicine., Suresh A; Mazumdar Shaw Medical Foundation., Liang R; University of Arizona., Birur N P; KLE Society's Institute of Dental Sciences., Kuriakose MA; Karkinos Healthcare.
Publikováno v:
Research square [Res Sq] 2023 Apr 05. Date of Electronic Publication: 2023 Apr 05.