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ORCIDR. A. Welikala 0001
Person information
- affiliation (PhD 2014): Kingston University, UK
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Books and Theses
- 2014
[b1]Roshan Alex Welikala:
Automated detection of proliferative diabetic retinopathy from retinal images. Kingston University, Kingston upon Thames, London, UK, 2014
Journal Articles
- 2020
- [j6]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:
Automated Detection and Classification of Oral Lesions Using Deep Learning for Early Detection of Oral Cancer. IEEE Access 8: 132677-132693 (2020) - 2017
- [j5]R. A. Welikala, P. J. Foster, Peter Whincup, Alicja R. Rudnicka, Christopher G. Owen, David P. Strachan, Sarah Barman:
Automated arteriole and venule classification using deep learning for retinal images from the UK Biobank cohort. Comput. Biol. Medicine 90: 23-32 (2017) - 2016
- [j4]R. A. Welikala, M. M. Fraz, P. J. Foster, Peter Whincup, Alicja R. Rudnicka, Christopher G. Owen, David P. Strachan, Sarah A. Barman:
Automated retinal image quality assessment on the UK Biobank dataset for epidemiological studies. Comput. Biol. Medicine 71: 67-76 (2016) - 2015
- [j3]R. A. Welikala, Muhammad Moazam Fraz, Jamshid Dehmeshki, Andreas Hoppe, Vikas Tah, Samantha Mann, Thomas H. Williamson, Sarah A. Barman:
Genetic algorithm based feature selection combined with dual classification for the automated detection of proliferative diabetic retinopathy. Comput. Medical Imaging Graph. 43: 64-77 (2015) - [j2]Muhammad Moazam Fraz, R. A. Welikala, Alicja R. Rudnicka, Christopher G. Owen, David P. Strachan, Sarah A. Barman:
QUARTZ: Quantitative Analysis of Retinal Vessel Topology and size - An automated system for quantification of retinal vessels morphology. Expert Syst. Appl. 42(20): 7221-7234 (2015) - 2014
- [j1]R. A. Welikala, Jamshid Dehmeshki, Andreas Hoppe, Vikas Tah, Samantha Mann, Thomas H. Williamson, Sarah Barman:
Automated detection of proliferative diabetic retinopathy using a modified line operator and dual classification. Comput. Methods Programs Biomed. 114(3): 247-261 (2014)
Conference and Workshop Papers
- 2021
- [c6]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, Sok Ching Cheong, Sarah Ann Barman:
Clinically Guided Trainable Soft Attention for Early Detection of Oral Cancer. CAIP (1) 2021: 226-236 - [c5]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:
D'OraCa: Deep Learning-Based Classification of Oral Lesions with Mouth Landmark Guidance for Early Detection of Oral Cancer. MIUA 2021: 408-422 - 2020
- [c4]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:
Fine-Tuning Deep Learning Architectures for Early Detection of Oral Cancer. ISMCO 2020: 25-31 - 2017
- [c3]R. A. Welikala, M. M. Fraz, M. M. Habib, S. Daniel-Tong, Max Yates, P. J. Foster, Peter Whincup, Alicja R. Rudnicka, Christopher G. Owen, David P. Strachan, Sarah Ann Barman:
Automated quantification of retinal vessel morphometry in the UK biobank cohort. IPTA 2017: 1-6 - 2016
- [c2]M. M. Habib, R. A. Welikala, Andreas Hoppe, Christopher G. Owen, Alicja R. Rudnicka, Sarah A. Barman:
Microaneurysm detection in retinal images using an ensemble classifier. IPTA 2016: 1-6 - 2015
- [c1]R. A. Welikala, Muhammad Moazam Fraz, Shabina Hayat, Alicja R. Rudnicka, Paul J. Foster, Peter Whincup, Christopher G. Owen, David P. Strachan, Sarah A. Barman:
Automated retinal vessel recognition and measurements on large datasets. EMBC 2015: 5239-5242
Coauthor Index
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