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 | 167 | 2021 |
Automatic screening of covid-19 using an optimized generative adversarial network T Goel, R Murugan, S Mirjalili, DK Chakrabartty Cognitive computation 16 (4), 1666-1681, 2024 | 70 | 2024 |
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 | 62 | 2022 |
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 | 58 | 2021 |
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 | 55 | 2021 |
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 | 35 | 2022 |
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 | 31 | 2022 |
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 | 30 | 2021 |
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 |
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 | 28 | 2023 |
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 | 25 | 2022 |
Machine learning techniques for the Schizophrenia diagnosis: a comprehensive review and future research directions S Verma, T Goel, M Tanveer, W Ding, R Sharma, R Murugan Journal of Ambient Intelligence and Humanized Computing 14 (5), 4795-4807, 2023 | 21 | 2023 |
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 | 21 | 2022 |
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 | 21 | 2021 |
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 | 19 | 2022 |
MicroNet: microaneurysm detection in retinal fundus images using convolutional neural network R Murugan Soft Computing, 1-10, 2022 | 19 | 2022 |
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 | 18 | 2022 |
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 | 17 | 2022 |
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 | 17 | 2019 |
DRFL: federated learning in diabetic retinopathy grading using fundus images NJ Mohan, R Murugan, T Goel, P Roy IEEE Transactions on Parallel and Distributed Systems 34 (6), 1789-1801, 2023 | 15 | 2023 |