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Dr.R MURUGAN
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Year
OptCoNet: an optimized convolutional neural network for an automatic diagnosis of COVID-19
T Goel, R Murugan, S Mirjalili, DK Chakrabartty
Applied Intelligence 51 (3), 1351-1366, 2021
1602021
Automatic screening of covid-19 using an optimized generative adversarial network
T Goel, R Murugan, S Mirjalili, DK Chakrabartty
Cognitive computation, 1-16, 2021
672021
E-DiCoNet: Extreme learning machine based classifier for diagnosis of COVID-19 using deep convolutional network
R Murugan, T Goel
Journal of Ambient Intelligence and Humanized Computing, 1-12, 2021
552021
FDN-ADNet: Fuzzy LS-TWSVM based deep learning network for prognosis of the Alzheimer’s disease using the sagittal plane of MRI scans
R Sharma, T Goel, M Tanveer, R Murugan
Applied Soft Computing 115, 108099, 2022
532022
FAF-DRVFL: Fuzzy activation function based deep random vector functional links network for early diagnosis of Alzheimer disease
R Sharma, T Goel, M Tanveer, S Dwivedi, R Murugan
Applied Soft Computing 106, 107371, 2021
512021
Classifier for Face Recognition Based on Deep Convolutional - Optimized Kernel Extreme Learning Machine
T Goel, R Murugan
Computers & Electrical Engineering 85, 106640, 2020
30*2020
Multimodal fusion-based deep learning network for effective diagnosis of Alzheimer’s disease
S Dwivedi, T Goel, M Tanveer, R Murugan, R Sharma
IEEE MultiMedia 29 (2), 45-55, 2022
292022
Multi-COVID-Net: Multi-objective optimized network for COVID-19 diagnosis from chest X-ray images
T Goel, R Murugan, S Mirjalili, DK Chakrabartty
Applied Soft Computing 115, 108250, 2022
292022
A novel four-step feature selection technique for diabetic retinopathy grading
N Jagan Mohan, R Murugan, T Goel, S Mirjalili, P Roy
Physical and Engineering Sciences in Medicine 44 (4), 1351-1366, 2021
252021
Deep-learning-based diagnosis and prognosis of Alzheimer’s disease: A comprehensive review
R Sharma, T Goel, M Tanveer, CT Lin, R Murugan
IEEE Transactions on Cognitive and Developmental Systems 15 (3), 1123-1138, 2023
222023
Fast and robust exudate detection in retinal fundus images using extreme learning machine autoencoders and modified kaze features
NJ Mohan, R Murugan, T Goel, P Roy
Journal of Digital Imaging 35 (3), 496-513, 2022
212022
Conv-ervfl: Convolutional neural network based ensemble RVFL classifier for Alzheimer's disease diagnosis
R Sharma, T Goel, M Tanveer, PN Suganthan, I Razzak, R Murugan
IEEE Journal of Biomedical and Health Informatics 27 (10), 4995-5003, 2022
202022
WOANet: Whale optimized deep neural network for the classification of COVID-19 from radiography images
R Murugan, T Goel, S Mirjalili, DK Chakrabartty
Biocybernetics and Biomedical Engineering 41 (4), 1702-1718, 2021
202021
Feature extraction and object detection using fast-convolutional neural network for remote sensing satellite image
NB Devi, AC Kavida, R Murugan
Journal of the Indian Society of Remote Sensing 50 (6), 961-973, 2022
172022
MicroNet: microaneurysm detection in retinal fundus images using convolutional neural network
R Murugan
Soft Computing, 1-10, 2022
172022
An Automatic Localization of Optic Disc in Low Resolution Retinal Images by Modified Directional Matched filter
M Raman, R Korah, K Tamilselvan
The International Arab Journal of Information Technology 16 (1), 1-7, 2019
172019
Vit-dr: Vision transformers in diabetic retinopathy grading using fundus images
NJ Mohan, R Murugan, T Goel, P Roy
2022 IEEE 10th region 10 humanitarian technology conference (R10-HTC), 167-172, 2022
152022
A hybrid approach for lung cancer diagnosis using optimized random forest classification and K-means visualization algorithm
A Bhattacharjee, R Murugan, T Goel
Health and Technology 12 (4), 787-800, 2022
152022
Exudate localization in retinal fundus images using modified speeded up robust features algorithm
NJ Mohan, R Murugan, T Goel, P Roy
2020 IEEE-EMBS Conference on biomedical engineering and sciences (IECBES …, 2021
142021
An abnormality detection of retinal fundus images by deep convolutional neural networks
R Murugan, P Roy, U Singh
Multimedia Tools and Applications 79 (33), 24949-24967, 2020
142020
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Articles 1–20