Automated detection and classification of oral lesions using deep learning 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:10.1109/ACCESS.2020.3010180

Automated detection and classification of oral lesions using deep learning 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 journal › Article › peer-review

23 Downloads (Pure)

Original language	English
Pages (from-to)	132677-132693
Journal	IEEE Access
Volume	8
Early online date	20 Jul 2020
DOIs	https://doi.org/10.1109/ACCESS.2020.3010180
Publication status	Published - 2020

Bibliographical note

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

Keywords

Biological sciences

Access to Document

10.1109/ACCESS.2020.3010180

Welikala-R-A-46602-VoRFinal published version, 3.94 MBLicence: CC BY

https://doi.org/10.1109/ACCESS.2020.3010180

Cite this

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). Automated detection and classification of oral lesions using deep learning for early detection of oral cancer. IEEE Access, 8, 132677-132693. https://doi.org/10.1109/ACCESS.2020.3010180

@article{e26600af5d7c44f39f0dd4889be1d5f8,

title = "Automated detection and classification of oral lesions using deep learning for early detection of oral cancer",

keywords = "Biological sciences",

author = "Welikala, \{Roshan Alex\} and Paolo Remagnino and Lim, \{Jian Han\} and Chan, \{Chee Seng\} 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].",

year = "2020",

doi = "10.1109/ACCESS.2020.3010180",

language = "English",

volume = "8",

pages = "132677--132693",

journal = "IEEE Access",

issn = "2169-3536",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

}

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, 'Automated detection and classification of oral lesions using deep learning for early detection of oral cancer', IEEE Access, vol. 8, pp. 132677-132693. https://doi.org/10.1109/ACCESS.2020.3010180

TY - JOUR

T1 - Automated detection and classification of oral lesions using deep learning for early detection of oral cancer

AU - Welikala, Roshan Alex

AU - Remagnino, Paolo

AU - Lim, Jian Han

AU - Chan, Chee Seng

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].

PY - 2020

Y1 - 2020

KW - Biological sciences

U2 - 10.1109/ACCESS.2020.3010180

DO - 10.1109/ACCESS.2020.3010180

M3 - Article

SN - 2169-3536

VL - 8

SP - 132677

EP - 132693

JO - IEEE Access

JF - IEEE Access

ER -