Nagur Shareef Shaik

Composite deep neural network with gated-attention mechanism for diabetic retinopathy severity classification

Jyostna Devi Bodapati, Nagur Shareef Shaik, N. Veeranjaneyulu · Journal of Ambient Intelligence and Humanized Computing · 2021 · 168 citations

Diabetic Retinopathy, Convolutional Neural Network, Engineering +10

Multi-level attention network: application to brain tumor classification

Nagur Shareef Shaik, Teja Krishna Cherukuri · Signal Image and Video Processing · 2021 · 127 citations

Neuro-oncology, Engineering, Neuroimaging Modality +10

Joint training of two-channel deep neural network for brain tumor classification

Jyostna Devi Bodapati, Nagur Shareef Shaik, N. Veeranjaneyulu et al. · Signal Image and Video Processing · 2020 · 108 citations

Joint Training, Neuro-oncology, Convolutional Neural Network +10

Transfer learning based novel ensemble classifier for COVID-19 detection from chest CT-scans

Nagur Shareef Shaik, Teja Krishna Cherukuri · Computers in Biology and Medicine · 2021 · 88 citations · Full text

Engineering, Machine Learning, Medical Imaging +13

Deep convolution feature aggregation: an application to diabetic retinopathy severity level prediction

Jyostna Devi Bodapati, Nagur Shareef Shaik, N. Veeranjaneyulu · Signal Image and Video Processing · 2021 · 84 citations

Convolutional Neural Network, Image Classification, Machine Vision +11