Deepak R. Nayak - Publications

Glaucoformer: Dual-Domain Global Transformer Network for Generalized Glaucoma Stage Classification.

Journal: IEEE journal of biomedical and health informatics

Published: May 29, 2025

MTA-Net: Multi-scale triplet attention-aware network for multiclass skin lesion classification.

Journal: Computers in biology and medicine

Published: April 03, 2025

GT-Net: global transformer network for multiclass brain tumor classification using MR images.

Journal: Biomedical engineering letters

Published: September 17, 2023

A survey on cancer detection via convolutional neural networks: Current challenges and future directions.

Journal: Neural networks : the official journal of the International Neural Network Society

Published: August 01, 2023

An Efficient Deep Learning Method for Detection of COVID-19 Infection Using Chest X-ray Images.

Journal: Diagnostics (Basel, Switzerland)

Published: November 22, 2022

Fusion of Local and Global Feature Representation With Sparse Autoencoder for Improved Melanoma Classification.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: September 10, 2022

MFL-Net: An Efficient Lightweight Multi-Scale Feature Learning CNN for COVID-19 Diagnosis From CT Images.

Journal: IEEE journal of biomedical and health informatics

Published: August 18, 2022

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

Journal: An international journal on information fusion

Published: September 18, 2020

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

Journal: Biomedical signal processing and control

Published: June 08, 2020