Items where Kingston Author is "Welikala, Roshan"

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Number of items: 12.

Article

Welikala, R.A., Foster, P.J., Whincup, P.H., Rudnicka, A.R., Owen, C.G., Strachan, D.P. and Barman, S.A. (2017) Automated arteriole and venule classification using deep learning for retinal images from the UK Biobank cohort. Computers in Biology and Medicine, 90, pp. 23-32. ISSN (print) 0010-4825

Habib, Mohammed, Welikala, Roshan, Hoppe, Andreas, Owen, Christopher G., Rudnicka, Alicja R., Tufail, Adnan, Egan, Catherine and Barman, Sarah A. (2017) Incorporating spatial information for microaneurysm detection in retinal images. Advances in Science, Technology and Engineering Systems Journal, 2(3), pp. 642-649. ISSN (online) 2415-6698

Habib, M.M., Welikala, R.A., Hoppe, A., Owen, C.G., Rudnicka, A.R. and Barman, S.A. (2017) Detection of microaneurysms in retinal images using an ensemble classifier. Informatics in Medicine Unlocked, ISSN (print) 2352-9148 (Epub Ahead of Print)

Welikala, R A, Fraz, M M, Foster, P J, Whincup, P H, Rudnicka, A R, Owen, C G, Strachan, D P and Barman, S A (2016) Automated retinal image quality assessment on the UK Biobank Dataset for Epidemiological Studies. Computers in Biology and Medicine, 71, pp. 67-76. ISSN (print) 0010-4825

Fraz, M.M., Welikala, R.A., Rudnicka, A.R., Owen, C.G., Strachan, D.P. and Barman, S.A. (2015) QUARTZ : QUantitative Analysis of Retinal Vessel Topology and size : an automated system for quantification of retinal vessels morphology. Expert Systems with Applications, 42(20), pp. 7221-7234. ISSN (print) 0957-4174

Welikala, R.A., Fraz, M.M., Dehmeshki, J., Hoppe, A., Tah, V., Mann, S., Williamson, T.H. and Barman, S.A. (2015) Genetic algorithm based feature selection combined with dual classification for the automated detection of proliferative diabetic retinopathy. Computerized Medical Imaging and Graphics, 43, pp. 64-77. ISSN (print) 0895-6111

Welikala, R. A., Fraz, M. M., Williamson, T. H. and Barman, S. A. (2015) The automated detection of proliferative diabetic retinopathy using dual ensemble classification. International Journal of Diagnostic Imaging, 2(2), pp. 64-71. ISSN (print) 2331-5857

Welikala, R.A., Dehmeshki, J., Hoppe, A., Tah, V., Mann, S., Williamson, T.H. and Barman, S. A. (2014) Automated detection of proliferative diabetic retinopathy using a modified line operator and dual classification. Computer Methods and Programs in Biomedicine, 114(3), pp. 247-261. ISSN (print) 0169-2607

Conference or Workshop Item

Habib, M.M., Welikala, R.A., Hoppe, A., Owen, C.G., Rudnicka, A.R. and Barman, S.A. (2016) Microaneurysm detection in retinal images using an ensemble classifier. In: 6th International Conference of Image Processing Theory Tools and Applications (IPTA); 12 - 15 Dec 2016, Oulu, Finland. ISSN (online) 2154-512X ISBN 9781467389105

Welikala, Roshan A, Fraz, Muhammad M, Hayat, Shabina, Rudnicka, Alicja R, Foster, Paul J, Whincup, Peter H, Owen, Chris G, Strachan, David P and Barman, Sarah A (2015) Automated retinal vessel recognition and measurements on large datasets. In: 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC); 25-29 Aug 2015, Milan, Italy.

Welikala, Roshan A., Tah, Vikas, Williamson, Tom H., Hoppe, Andreas, Dehmeshki, Jamishid and Barman, Sarah (2014) Differing matched filter responsivity for the detection of proliferative diabetic retinopathy. In: Computer Graphics and Imaging / 798: Signal Processing, Pattern Recognition and Applications (CGIM 2013); 12-14 Feb 2013, Innsbruck, Austria. ISSN (print) 0146-664X

Thesis

Welikala, Roshan Alex (2014) Automated detection of proliferative diabetic retinopathy from retinal images. (PhD thesis), Kingston University.

This list was generated on Thu Apr 19 04:12:18 2018 BST.