Deepak Ranjan Nayak

Application of deep learning techniques for detection of COVID-19 cases using chest X-ray images: A comprehensive study

Soumya Ranjan Nayak, Deepak Ranjan Nayak, Utkarsh Sinha et al. · Biomedical Signal Processing and Control · 2020 · 389 citations · Full text

Medicine, Infectious Diseases, Radiology +17

Brain MR image classification using two-dimensional discrete wavelet transform and AdaBoost with random forests

Deepak Ranjan Nayak, Ratnakar Dash, Banshidhar Majhi · Neurocomputing · 2015 · 254 citations

Computing, Biomedical Engineering, Computer Science +16

COVID-19 classification by CCSHNet with deep fusion using transfer learning and discriminant correlation analysis

Shuihua Wang‎, Deepak Ranjan Nayak, David S. Guttery et al. · Information Fusion · 2020 · 241 citations · Full text

Computing, Biomedical Informatics, Computer Science +14

A comprehensive analysis of dermoscopy images for melanoma detection via deep CNN features

Himanshu K. Gajera, Deepak Ranjan Nayak, Mukesh A. Zaveri · Biomedical Signal Processing and Control · 2022 · 132 citations

Medicine, Dermatology, Oncology +17

ARM-Net: Attention-guided residual multiscale CNN for multiclass brain tumor classification using MR images

Tapas Kumar Dutta, Deepak Ranjan Nayak, Yudong Zhang · Biomedical Signal Processing and Control · 2023 · 92 citations

Medicine, Oncology, Radiology +14