Found: 7

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  • Exploring uncertainty measures in convolutional neural network for semantic segmentation of oral cancer images.

    Published in:
    Journal of Biomedical Optics, 2022, v. 27, n. 11, p. 115001, doi. 10.1117/1.JBO.27.11.115001
    By:
    • Song, Bofan;
    • Li, Shaobai;
    • Sunny, Sumsum;
    • Gurushanth, Keerthi;
    • Mendonca, Pramila;
    • Mukhia, Nirza;
    • Patrick, Sanjana;
    • Peterson, Tyler;
    • Gurudath, Shubha;
    • Raghavan, Subhashini;
    • Tsusennaro, Imchen;
    • Leivon, Shirley T.;
    • Kolur, Trupti;
    • Shetty, Vivek;
    • Bushan, Vidya;
    • Ramesh, Rohan;
    • Pillai, Vijay;
    • Wilder-Smith, Petra;
    • Suresh, Amritha;
    • Kuriakose, Moni Abraham
    Publication type:
    Article

  • Interpretable deep learning approach for oral cancer classification using guided attention inference network.

    Published in:
    Journal of Biomedical Optics, 2022, v. 27, n. 1, p. 15001, doi. 10.1117/1.JBO.27.1.015001
    By:
    • Figueroa, Kevin Chew;
    • Song, Bofan;
    • Sunny, Sumsum;
    • Li, Shaobai;
    • Gurushanth, Keerthi;
    • Mendonca, Pramila;
    • Mukhia, Nirza;
    • Patrick, Sanjana;
    • Gurudath, Shubha;
    • Raghavan, Subhashini;
    • Imchen, Tsusennaro;
    • Leivon, Shirley T.;
    • Kolur, Trupti;
    • Shetty, Vivek;
    • Bushan, Vidya;
    • Ramesh, Rohan;
    • Pillai, Vijay;
    • Wilder-Smith, Petra;
    • Sigamani, Alben;
    • Suresh, Amritha
    Publication type:
    Article

  • Classification of imbalanced oral cancer image data from high-risk population.

    Published in:
    Journal of Biomedical Optics, 2021, v. 26, n. 10, p. 105001, doi. 10.1117/1.JBO.26.10.105001
    By:
    • Song, Bofan;
    • Li, Shaobai;
    • Sunny, Sumsum;
    • Gurushanth, Keerthi;
    • Mendonca, Pramila;
    • Mukhia, Nirza;
    • Patrick, Sanjana;
    • Gurudath, Shubha;
    • Raghavan, Subhashini;
    • Tsusennaro, Imchen;
    • Leivon, Shirley T.;
    • Kolur, Trupti;
    • Shetty, Vivek;
    • Bushan, Vidya;
    • Ramesh, Rohan;
    • Peterson, Tyler;
    • Pillai, Vijay;
    • Wilder-Smith, Petra;
    • Sigamani, Alben;
    • Suresh, Amritha
    Publication type:
    Article

  • Mobile-based oral cancer classification for point-of-care screening.

    Published in:
    Journal of Biomedical Optics, 2021, v. 26, n. 6, p. 65003, doi. 10.1117/1.JBO.26.6.065003
    By:
    • Song, Bofan;
    • Sunny, Sumsum;
    • Li, Shaobai;
    • Gurushanth, Keerthi;
    • Mendonca, Pramila;
    • Mukhia, Nirza;
    • Patrick, Sanjana;
    • Gurudath, Shubha;
    • Raghavan, Subhashini;
    • Imchen, Tsusennaro;
    • Leivon, Shirley T;
    • Kolur, Trupti;
    • Shetty, Vivek;
    • Bushan, Vidya;
    • Ramesh, Rohan;
    • Lima, Natzem;
    • Pillai, Vijay;
    • Wilder-Smith, Petra;
    • Sigamani, Alben;
    • Suresh, Amritha
    Publication type:
    Article

  • Inter-observer agreement among specialists in the diagnosis of oral potentially malignant disorders and oral cancer using store-and-forward technology.

    Published in:
    Clinical Oral Investigations, 2023, v. 27, n. 12, p. 7575, doi. 10.1007/s00784-023-05347-x
    By:
    • Keerthi, Gurushanth;
    • Mukhia, Nirza;
    • Sunny, Sumsum P;
    • Song, Bofan;
    • Raghavan, Shubhasini A;
    • Gurudath, Shubha;
    • Mendonca, Pramila;
    • Li, Shaobai;
    • Patrick, Sanjana;
    • Imchen, Tsusennaro;
    • Leivon, Shirley T.;
    • Shruti, Tulika;
    • Kolur, Trupti;
    • Shetty, Vivek;
    • Vidya Bhushan, R;
    • Ramesh, Rohan Michael;
    • Pillai, Vijay;
    • Kathryn, O.S;
    • Smith, Petra Wilder;
    • Suresh, Amritha
    Publication type:
    Article

  • Interpretable and Reliable Oral Cancer Classifier with Attention Mechanism and Expert Knowledge Embedding via Attention Map.

    Published in:
    Cancers, 2023, v. 15, n. 5, p. 1421, doi. 10.3390/cancers15051421
    By:
    • Song, Bofan;
    • Zhang, Chicheng;
    • Sunny, Sumsum;
    • KC, Dharma Raj;
    • Li, Shaobai;
    • Gurushanth, Keerthi;
    • Mendonca, Pramila;
    • Mukhia, Nirza;
    • Patrick, Sanjana;
    • Gurudath, Shubha;
    • Raghavan, Subhashini;
    • Tsusennaro, Imchen;
    • Leivon, Shirley T.;
    • Kolur, Trupti;
    • Shetty, Vivek;
    • Bushan, Vidya;
    • Ramesh, Rohan;
    • Pillai, Vijay;
    • Wilder-Smith, Petra;
    • Suresh, Amritha
    Publication type:
    Article

  • Field validation of deep learning based Point-of-Care device for early detection of oral malignant and potentially malignant disorders.

    Published in:
    Scientific Reports, 2022, v. 12, n. 1, p. 1, doi. 10.1038/s41598-022-18249-x
    By:
    • Birur N., Praveen;
    • Song, Bofan;
    • Sunny, Sumsum P.;
    • G., Keerthi;
    • Mendonca, Pramila;
    • Mukhia, Nirza;
    • Li, Shaobai;
    • Patrick, Sanjana;
    • G., Shubha;
    • A.R., Subhashini;
    • Imchen, Tsusennaro;
    • Leivon, Shirley T.;
    • Kolur, Trupti;
    • Shetty, Vivek;
    • R., Vidya Bhushan;
    • Vaibhavi, Daksha;
    • Rajeev, Surya;
    • Pednekar, Sneha;
    • Banik, Ankita Dutta;
    • Ramesh, Rohan Michael
    Publication type:
    Article