D’OraCa: deep learning-based classification of oral lesions with mouth landmark guidance for early detection of oral cancer

Jian Han Lim; Chun Shui Tan; Chee Seng Chan; Roshan Alex Welikala; Paolo Remagnino; 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:10.1007/978-3-030-80432-9_31

D’OraCa: deep learning-based classification of oral lesions with mouth landmark guidance for early detection of oral cancer

Jian Han Lim
, Chun Shui Tan
, Chee Seng Chan
, Roshan Alex Welikala
, Paolo Remagnino
, 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: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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Original language	English
Title of host publication	This work was supported by the Medical Research Council [grant number: MR/S013865/1]. Published in: Papie┼╝, Bart┼éomiej W., Yaqub, Mohammad., Jiao, Jianbo., Namburete, Ana I. L. and Noble, J. Alison (eds.). (2021) Medical Image Understanding and Analysis. 25th Annual Conference, MIUA 2021, Oxford, United Kingdom, July 12ÔÇô14, 2021, Proceedings. Cham, Switzerland : Springer International Publishing. pp.408-422. (Lecture Notes in Computer Science, no. 12722) ISSN (print) 0302-9743 ISBN (print) 9783030804312 Organising Body: MIUA Organising Body: MIUA
DOIs	https://doi.org/10.1007/978-3-030-80432-9_31
Publication status	Published - 13 Jul 2021

Bibliographical note

Note: This work was supported by the Medical Research Council [grant number: MR/S013865/1].

Published in: Papie┼╝, Bart┼éomiej W., Yaqub, Mohammad., Jiao, Jianbo., Namburete, Ana I. L. and Noble, J. Alison (eds.). (2021) Medical Image Understanding and Analysis. 25th Annual Conference, MIUA 2021, Oxford, United Kingdom, July 12ÔÇô14, 2021, Proceedings. Cham, Switzerland : Springer International Publishing. pp.408-422. (Lecture Notes in Computer Science, no. 12722) ISSN (print) 0302-9743 ISBN (print) 9783030804312

Organising Body: MIUA

Organising Body: MIUA

Keywords

Cancer studies

Access to Document

10.1007/978-3-030-80432-9_31

Barman-S-49763-AAMAccepted author manuscript, 4.95 MBLicence: Unspecified

https://doi.org/10.1007/978-3-030-80432-9_31

D’OraCa: deep learning-based classification of oral lesions with mouth landmark guidance for early detection of oral cancer
Lim, J. H., Tan, C. S., Chan, C. S., Welikala, R. A., Remagnino, P., 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., 13 Jul 2021.
Research output: Contribution to conference › Paper › peer-review

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Lim, J. H., Tan, C. S., Chan, C. S., Welikala, R. A., Remagnino, P., 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. (2021). D’OraCa: deep learning-based classification of oral lesions with mouth landmark guidance for early detection of oral cancer. In This work was supported by the Medical Research Council [grant number: MR/S013865/1]. Published in: Papie┼╝, Bart┼éomiej W., Yaqub, Mohammad., Jiao, Jianbo., Namburete, Ana I. L. and Noble, J. Alison (eds.). (2021) Medical Image Understanding and Analysis. 25th Annual Conference, MIUA 2021, Oxford, United Kingdom, July 12ÔÇô14, 2021, Proceedings. Cham, Switzerland : Springer International Publishing. pp.408-422. (Lecture Notes in Computer Science, no. 12722) ISSN (print) 0302-9743 ISBN (print) 9783030804312 Organising Body: MIUA Organising Body: MIUA https://doi.org/10.1007/978-3-030-80432-9_31

Lim, Jian Han ; Tan, Chun Shui ; Chan, Chee Seng et al. / D’OraCa : deep learning-based classification of oral lesions with mouth landmark guidance for early detection of oral cancer. This work was supported by the Medical Research Council [grant number: MR/S013865/1]. Published in: Papie┼╝, Bart┼éomiej W., Yaqub, Mohammad., Jiao, Jianbo., Namburete, Ana I. L. and Noble, J. Alison (eds.). (2021) Medical Image Understanding and Analysis. 25th Annual Conference, MIUA 2021, Oxford, United Kingdom, July 12ÔÇô14, 2021, Proceedings. Cham, Switzerland : Springer International Publishing. pp.408-422. (Lecture Notes in Computer Science, no. 12722) ISSN (print) 0302-9743 ISBN (print) 9783030804312 Organising Body: MIUA Organising Body: MIUA. 2021.

@inproceedings{18727c1a9d584a4aaf6c1f0e7e10a75d,

title = "D{\textquoteright}OraCa: deep learning-based classification of oral lesions with mouth landmark guidance for early detection of oral cancer",

keywords = "Cancer studies",

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

note = "Note: This work was supported by the Medical Research Council [grant number: MR/S013865/1]. Published in: Papie┼╝, Bart┼{\'e}omiej W., Yaqub, Mohammad., Jiao, Jianbo., Namburete, Ana I. L. and Noble, J. Alison (eds.). (2021) Medical Image Understanding and Analysis. 25th Annual Conference, MIUA 2021, Oxford, United Kingdom, July 12{\^O}{\c C}{\^o}14, 2021, Proceedings. Cham, Switzerland : Springer International Publishing. pp.408-422. (Lecture Notes in Computer Science, no. 12722) ISSN (print) 0302-9743 ISBN (print) 9783030804312 Organising Body: MIUA Organising Body: MIUA",

year = "2021",

month = jul,

day = "13",

doi = "10.1007/978-3-030-80432-9\_31",

language = "English",

booktitle = "This work was supported by the Medical Research Council [grant number: MR/S013865/1]. Published in: Papie┼╝, Bart┼{\'e}omiej W., Yaqub, Mohammad., Jiao, Jianbo., Namburete, Ana I. L. and Noble, J. Alison (eds.). (2021) Medical Image Understanding and Analysis. 25th Annual Conference, MIUA 2021, Oxford, United Kingdom, July 12{\^O}{\c C}{\^o}14, 2021, Proceedings. Cham, Switzerland : Springer International Publishing. pp.408-422. (Lecture Notes in Computer Science, no. 12722) ISSN (print) 0302-9743 ISBN (print) 9783030804312 Organising Body: MIUA Organising Body: MIUA",

}

Lim, JH, Tan, CS, Chan, CS, Welikala, RA, Remagnino, P, Rajendran, S, Kallarakkal, TG, Zain, RB, Jayasinghe, RD, Rimal, J, Kerr, AR, Amtha, R, Patil, K, Tilakaratne, WM, Gibson, J, Cheong, SC & Barman, SA 2021, D’OraCa: deep learning-based classification of oral lesions with mouth landmark guidance for early detection of oral cancer. in This work was supported by the Medical Research Council [grant number: MR/S013865/1]. Published in: Papie┼╝, Bart┼éomiej W., Yaqub, Mohammad., Jiao, Jianbo., Namburete, Ana I. L. and Noble, J. Alison (eds.). (2021) Medical Image Understanding and Analysis. 25th Annual Conference, MIUA 2021, Oxford, United Kingdom, July 12ÔÇô14, 2021, Proceedings. Cham, Switzerland : Springer International Publishing. pp.408-422. (Lecture Notes in Computer Science, no. 12722) ISSN (print) 0302-9743 ISBN (print) 9783030804312 Organising Body: MIUA Organising Body: MIUA. https://doi.org/10.1007/978-3-030-80432-9_31

D’OraCa: deep learning-based classification of oral lesions with mouth landmark guidance for early detection of oral cancer. / Lim, Jian Han; Tan, Chun Shui; Chan, Chee Seng et al.
This work was supported by the Medical Research Council [grant number: MR/S013865/1]. Published in: Papie┼╝, Bart┼éomiej W., Yaqub, Mohammad., Jiao, Jianbo., Namburete, Ana I. L. and Noble, J. Alison (eds.). (2021) Medical Image Understanding and Analysis. 25th Annual Conference, MIUA 2021, Oxford, United Kingdom, July 12ÔÇô14, 2021, Proceedings. Cham, Switzerland : Springer International Publishing. pp.408-422. (Lecture Notes in Computer Science, no. 12722) ISSN (print) 0302-9743 ISBN (print) 9783030804312 Organising Body: MIUA Organising Body: MIUA. 2021.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - D’OraCa

T2 - deep learning-based classification of oral lesions with mouth landmark guidance for early detection of oral cancer

AU - Lim, Jian Han

AU - Tan, Chun Shui

AU - Chan, Chee Seng

AU - Welikala, Roshan Alex

AU - Remagnino, Paolo

AU - Rajendran, Senthilmani

AU - Kallarakkal, Thomas George

AU - Zain, Rosnah Binti

AU - Jayasinghe, Ruwan Duminda

AU - Rimal, Jyotsna

AU - Kerr, Alexander Ross

AU - Amtha, Rahmi

AU - Patil, Karthikeya

AU - Tilakaratne, Wanninayake Mudiyanselage

AU - Gibson, John

AU - Cheong, Sok Ching

AU - Barman, Sarah Ann

N1 - Note: This work was supported by the Medical Research Council [grant number: MR/S013865/1]. Published in: Papie┼╝, Bart┼éomiej W., Yaqub, Mohammad., Jiao, Jianbo., Namburete, Ana I. L. and Noble, J. Alison (eds.). (2021) Medical Image Understanding and Analysis. 25th Annual Conference, MIUA 2021, Oxford, United Kingdom, July 12ÔÇô14, 2021, Proceedings. Cham, Switzerland : Springer International Publishing. pp.408-422. (Lecture Notes in Computer Science, no. 12722) ISSN (print) 0302-9743 ISBN (print) 9783030804312 Organising Body: MIUA Organising Body: MIUA

PY - 2021/7/13

Y1 - 2021/7/13

KW - Cancer studies

U2 - 10.1007/978-3-030-80432-9_31

DO - 10.1007/978-3-030-80432-9_31

M3 - Conference contribution

BT - This work was supported by the Medical Research Council [grant number: MR/S013865/1]. Published in: Papie┼╝, Bart┼éomiej W., Yaqub, Mohammad., Jiao, Jianbo., Namburete, Ana I. L. and Noble, J. Alison (eds.). (2021) Medical Image Understanding and Analysis. 25th Annual Conference, MIUA 2021, Oxford, United Kingdom, July 12ÔÇô14, 2021, Proceedings. Cham, Switzerland : Springer International Publishing. pp.408-422. (Lecture Notes in Computer Science, no. 12722) ISSN (print) 0302-9743 ISBN (print) 9783030804312 Organising Body: MIUA Organising Body: MIUA

ER -

Lim JH, Tan CS, Chan CS, Welikala RA, Remagnino P, Rajendran S et al. D’OraCa: deep learning-based classification of oral lesions with mouth landmark guidance for early detection of oral cancer. In This work was supported by the Medical Research Council [grant number: MR/S013865/1]. Published in: Papie┼╝, Bart┼éomiej W., Yaqub, Mohammad., Jiao, Jianbo., Namburete, Ana I. L. and Noble, J. Alison (eds.). (2021) Medical Image Understanding and Analysis. 25th Annual Conference, MIUA 2021, Oxford, United Kingdom, July 12ÔÇô14, 2021, Proceedings. Cham, Switzerland : Springer International Publishing. pp.408-422. (Lecture Notes in Computer Science, no. 12722) ISSN (print) 0302-9743 ISBN (print) 9783030804312 Organising Body: MIUA Organising Body: MIUA. 2021 doi: 10.1007/978-3-030-80432-9_31