Roshan A. Welikala

Automated Detection and Classification of Oral Lesions Using Deep Learning for Early Detection of Oral Cancer

Roshan A. Welikala, Paolo Remagnino, Jian Han Lim et al. · IEEE Access · 2020 · 331 citations · Full text

Convolutional Neural Network, Medical Image Segmentation, Engineering +24

Genetic algorithm based feature selection combined with dual classification for the automated detection of proliferative diabetic retinopathy

Roshan A. Welikala, Muhammad Moazam Fraz, Jamshid Dehmeshki et al. · Computerized Medical Imaging and Graphics · 2015 · 159 citations · Full text

Diabetic Retinopathy, Classification Method, Engineering +13

Automated detection of proliferative diabetic retinopathy using a modified line operator and dual classification

Roshan A. Welikala, Jamshid Dehmeshki, Andreas Hoppe et al. · Computer Methods and Programs in Biomedicine · 2014 · 117 citations · Full text

Diabetic Retinopathy, Image Analysis, Proliferative Diabetic Retinopathy +15

Automated arteriole and venule classification using deep learning for retinal images from the UK Biobank cohort

Roshan A. Welikala, Paul J. Foster, Peter H. Whincup et al. · Computers in Biology and Medicine · 2017 · 116 citations

Image Classification, Convolutional Neural Network, Image Analysis +13

Associations of Retinal Microvascular Diameters and Tortuosity With Blood Pressure and Arterial Stiffness

Robyn J. Tapp, Christopher G. Owen, Sarah Barman et al. · Hypertension · 2019 · 96 citations · Full text