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Deepak Ranjan Nayak
Deepak Ranjan Nayak
Assistant Professor, Malaviya National Institute of Technology Jaipur
Verified email at ieee.org - Homepage
Title
Cited by
Cited by
Year
Application of deep learning techniques for detection of COVID-19 cases using chest X-ray images: A comprehensive study
SR Nayak, DR Nayak, U Sinha, V Arora, RB Pachori
Biomedical Signal Processing and Control 64, 102365, 2021
3762021
Brain MR image classification using two-dimensional discrete wavelet transform and AdaBoost with random forests
DR Nayak, R Dash, B Majhi
Neurocomputing 177, 188-197, 2016
2772016
COVID-19 classification by CCSHNet with deep fusion using transfer learning and discriminant correlation analysis
SH Wang, DR Nayak, DS Guttery, X Zhang, YD Zhang
Information Fusion 68, 131-148, 2021
2152021
A survey on rainfall prediction using artificial neural network
DR Nayak, A Mahapatra, P Mishra
International journal of computer applications 72 (16), 2013
1992013
Detection of unilateral hearing loss by Stationary Wavelet Entropy
Y Zhang, D Ranjan Nayak, M Yang, TF Yuan, B Liu, H Lu, S Wang
CNS & Neurological Disorders-Drug Targets (Formerly Current Drug Targets-CNS …, 2017
652017
Discrete ripplet-II transform and modified PSO based improved evolutionary extreme learning machine for pathological brain detection
DR Nayak, R Dash, B Majhi
Neurocomputing 282, 232-247, 2018
642018
Automated diagnosis of multi-class brain abnormalities using MRI images: a deep convolutional neural network based method
DR Nayak, R Dash, B Majhi
Pattern Recognition Letters 138, 385-391, 2020
572020
Automated pathological brain detection system: A fast discrete curvelet transform and probabilistic neural network based approach
DR Nayak, R Dash, B Majhi, V Prasad
Expert Systems with Applications 88, 152-164, 2017
572017
Combining extreme learning machine with modified sine cosine algorithm for detection of pathological brain
DR Nayak, R Dash, B Majhi, S Wang
Computers & Electrical Engineering 68, 366-380, 2018
542018
ECNet: An evolutionary convolutional network for automated glaucoma detection using fundus images
DR Nayak, D Das, B Majhi, SV Bhandary, UR Acharya
Biomedical Signal Processing and Control 67, 102559, 2021
462021
A deep stacked random vector functional link network autoencoder for diagnosis of brain abnormalities and breast cancer
DR Nayak, R Dash, B Majhi, RB Pachori, Y Zhang
Biomedical Signal Processing and Control 58, 101860, 2020
452020
Stationary wavelet transform and AdaBoost with SVM based pathological brain detection in MRI scanning
D Ranjan Nayak, R Dash, B Majhi
CNS & Neurological Disorders-Drug Targets (Formerly Current Drug Targets-CNS …, 2017
432017
Deep extreme learning machine with leaky rectified linear unit for multiclass classification of pathological brain images
DR Nayak, D Das, R Dash, S Majhi, B Majhi
Multimedia Tools and Applications 79, 15381-15396, 2020
422020
Hyperspectral image classification: A k-means clustering based approach
S Ranjan, DR Nayak, KS Kumar, R Dash, B Majhi
2017 4th International Conference on Advanced Computing and Communication …, 2017
422017
Pathological brain detection using curvelet features and least squares SVM
DR Nayak, R Dash, B Majhi
Multimedia Tools and Applications, 1-24, 2016
422016
An empirical evaluation of extreme learning machine: application to handwritten character recognition
D Das, DR Nayak, R Dash, B Majhi
Multimedia Tools and Applications 78, 19495-19523, 2019
412019
A cellular automata based optimal edge detection technique using twenty-five neighborhood model
DR Nayak, SK Sahu, J Mohammed
arXiv preprint arXiv:1402.1348, 2014
362014
A comprehensive analysis of dermoscopy images for melanoma detection via deep CNN features
HK Gajera, DR Nayak, MA Zaveri
Biomedical Signal Processing and Control 79, 104186, 2023
352023
Classification of brain MR images using discrete wavelet transform and random forests
DR Nayak, R Dash, B Majhi
2015 Fifth National Conference on Computer Vision, Pattern Recognition …, 2015
322015
Diagnosis of secondary pulmonary tuberculosis by an eight-layer improved convolutional neural network with stochastic pooling and hyperparameter optimization
YD Zhang, DR Nayak, X Zhang, SH Wang
Journal of Ambient Intelligence and Humanized Computing, 1-18, 2020
292020
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