Fine-tuning deep learning architectures for early detection of oral cancer

Roshan Alex Welikala; Paolo Remagnino; Jian Han Lim; Chee Seng Chan; Senthilmani Rajendran; Thomas George Kallarakkal; Rosnah Binti Zain; Ruwan Duminda Jayasinghe; Jyotsna Rimal; Alexander Ross Kerr; Rahmi Amtha; Karthikeya Patil; Wanninayake Mudiyanselage Tilakaratne; John Gibson; Sok Ching Cheong; Sarah Ann Barman

doi:10.1007/978-3-030-64511-3_3

Fine-tuning deep learning architectures for early detection of oral cancer

Roshan Alex Welikala
, Paolo Remagnino
, Jian Han Lim
, Chee Seng Chan
, Senthilmani Rajendran
, Thomas George Kallarakkal
, Rosnah Binti Zain
, Ruwan Duminda Jayasinghe
, Jyotsna Rimal
, Alexander Ross Kerr
, Rahmi Amtha
, Karthikeya Patil
, Wanninayake Mudiyanselage Tilakaratne
, John Gibson
, Sok Ching Cheong
, Sarah Ann Barman

Research output: Contribution to conference › Paper › peer-review

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Original language	English
DOIs	https://doi.org/10.1007/978-3-030-64511-3_3
Publication status	Published - 8 Oct 2020
Event	2nd International Symposium on Mathematical and Computational Oncology (ISMCO) - Held online Duration: 8 Oct 2020 → 10 Oct 2020

Conference

Conference	2nd International Symposium on Mathematical and Computational Oncology (ISMCO)
Period	8/10/20 → 10/10/20

Bibliographical note

Note: Published in: Bebis, George., Alekseyev, Max., Cho, Heyrim., Gevertz, Jana., Rodriguez Martinez, Maria. (eds.) (2020) Mathematical and Computational Oncology. Second International Symposium, ISMCO 2020, San Diego, CA, USA, October 8-10, 2020, Proceedings. Cham, Switzerland : Springer International Publishing. pp. 25-31. (Lecture Notes in Computer Science, vol. 12508) ISSN (print) 0302-9743 ISBN (print) 9783030645106.

This work was supported by the Medical Research Council (MR/S013865/1).

Organising Body: International Symposium on Mathematical and Computational Oncology

Keywords

Cancer studies

Access to Document

10.1007/978-3-030-64511-3_3

Welikala-R-A-48004-AAMAccepted author manuscript, 294 KBLicence: Unspecified

https://doi.org/10.1007/978-3-030-64511-3_3

Fine-tuning deep learning architectures for early detection of oral cancer
Welikala, R. A., Remagnino, P., Lim, J. H., Chan, C. S., Rajendran, S., Kallarakkal, T. G., Zain, R. B., Jayasinghe, R. D., Rimal, J., Kerr, A. R., Amtha, R., Patil, K., Tilakaratne, W. M., Gibson, J., Cheong, S. C. & Barman, S. A., 8 Oct 2020, Published in: Bebis, George., Alekseyev, Max., Cho, Heyrim., Gevertz, Jana., Rodriguez Martinez, Maria. (eds.) (2020) Mathematical and Computational Oncology. Second International Symposium, ISMCO 2020, San Diego, CA, USA, October 8-10, 2020, Proceedings. Cham, Switzerland : Springer International Publishing. pp. 25-31. (Lecture Notes in Computer Science, vol. 12508) ISSN (print) 0302-9743 ISBN (print) 9783030645106. This work was supported by the Medical Research Council (MR/S013865/1). Organising Body: International Symposium on Mathematical and Computational Oncology Organising Body: International Symposium on Mathematical and Computational Oncology.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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Welikala, R. A., Remagnino, P., Lim, J. H., Chan, C. S., Rajendran, S., Kallarakkal, T. G., Zain, R. B., Jayasinghe, R. D., Rimal, J., Kerr, A. R., Amtha, R., Patil, K., Tilakaratne, W. M., Gibson, J., Cheong, S. C., & Barman, S. A. (2020). Fine-tuning deep learning architectures for early detection of oral cancer. Paper presented at 2nd International Symposium on Mathematical and Computational Oncology (ISMCO). https://doi.org/10.1007/978-3-030-64511-3_3

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note = "Note: Published in: Bebis, George., Alekseyev, Max., Cho, Heyrim., Gevertz, Jana., Rodriguez Martinez, Maria. (eds.) (2020) Mathematical and Computational Oncology. Second International Symposium, ISMCO 2020, San Diego, CA, USA, October 8-10, 2020, Proceedings. Cham, Switzerland : Springer International Publishing. pp. 25-31. (Lecture Notes in Computer Science, vol. 12508) ISSN (print) 0302-9743 ISBN (print) 9783030645106. This work was supported by the Medical Research Council (MR/S013865/1). Organising Body: International Symposium on Mathematical and Computational Oncology; 2nd International Symposium on Mathematical and Computational Oncology (ISMCO) ; Conference date: 08-10-2020 Through 10-10-2020",

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Welikala, RA, Remagnino, P, Lim, JH, Chan, CS, Rajendran, S, Kallarakkal, TG, Zain, RB, Jayasinghe, RD, Rimal, J, Kerr, AR, Amtha, R, Patil, K, Tilakaratne, WM, Gibson, J, Cheong, SC & Barman, SA 2020, 'Fine-tuning deep learning architectures for early detection of oral cancer', Paper presented at 2nd International Symposium on Mathematical and Computational Oncology (ISMCO), 8/10/20 - 10/10/20. https://doi.org/10.1007/978-3-030-64511-3_3

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AU - Kallarakkal, Thomas George

AU - Zain, Rosnah Binti

AU - Jayasinghe, Ruwan Duminda

AU - Rimal, Jyotsna

AU - Kerr, Alexander Ross

AU - Amtha, Rahmi

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AU - Tilakaratne, Wanninayake Mudiyanselage

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AU - Cheong, Sok Ching

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N1 - Note: Published in: Bebis, George., Alekseyev, Max., Cho, Heyrim., Gevertz, Jana., Rodriguez Martinez, Maria. (eds.) (2020) Mathematical and Computational Oncology. Second International Symposium, ISMCO 2020, San Diego, CA, USA, October 8-10, 2020, Proceedings. Cham, Switzerland : Springer International Publishing. pp. 25-31. (Lecture Notes in Computer Science, vol. 12508) ISSN (print) 0302-9743 ISBN (print) 9783030645106. This work was supported by the Medical Research Council (MR/S013865/1). Organising Body: International Symposium on Mathematical and Computational Oncology

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