| Applying supervised contrastive learning for the detection of diabetic retinopathy and its severity levels from fundus images MR Islam, LF Abdulrazak, M Nahiduzzaman, MOF Goni, MS Anower, ... Computers in Biology and Medicine 146, 105602, 2022 | 64 | 2022 |
| A Novel Method for Multivariant Pneumonia Classification Based on Hybrid CNN-PCA Based Feature Extraction Using Extreme Learning Machine With CXR Images M Nahiduzzaman, MOF Goni, MS Anower, MR Islam, M Ahsan, J Haider, ... IEEE Access 9, 147512-147526, 2021 | 38 | 2021 |
| Hybrid CNN-SVD Based Prominent Feature Extraction and Selection for Grading Diabetic Retinopathy using Extreme Learning Machine Algorithm M Nahiduzzaman, MR Islam, SMR Islam, MOF Goni, MS Anower, ... IEEE Access, 2021 | 37 | 2021 |
| Diabetic retinopathy identification using parallel convolutional neural network based feature extractor and ELM classifier M Nahiduzzaman, MR Islam, MOF Goni, MS Anower, M Ahsan, J Haider, ... Expert Systems with Applications 217, 119557, 2023 | 35 | 2023 |
| An ensemble approach for the prediction of diabetes mellitus using a soft voting classifier with an explainable AI HB Kibria, M Nahiduzzaman, MOF Goni, M Ahsan, J Haider Sensors 22 (19), 7268, 2022 | 33 | 2022 |
| Explainable Transformer-Based Deep Learning Model for the Detection of Malaria Parasites from Blood Cell Images MR Islam, M Nahiduzzaman, MOF Goni, A Sayeed, MS Anower, M Ahsan, ... Sensors 22 (12), 4358, 2022 | 27 | 2022 |
| Fast and accurate fault detection and classification in transmission lines using extreme learning machine MOF Goni, M Nahiduzzaman, MS Anower, MM Rahman, MR Islam, ... e-Prime-Advances in Electrical Engineering, Electronics and Energy 3, 100107, 2023 | 16 | 2023 |
| Graduate Admission Chance Prediction Using Deep Neural Network MOF Goni, A Matin, T Hasan, MAI Siddique, O Jyoti, FMDS Hasnain 2020 IEEE International Women in Engineering (WIE) Conference on Electrical …, 2020 | 14 | 2020 |
| Parallel CNN-ELM: A multiclass classification of chest X-ray images to identify seventeen lung diseases including COVID-19 M Nahiduzzaman, MOF Goni, R Hassan, MR Islam, MK Syfullah, ... Expert Systems with Applications, 120528, 2023 | 12 | 2023 |
| Breast Cancer Detection using Deep Neural Network MOF Goni, FMS Hasnain, MAI Siddique, O Jyoti, MH Rahaman 2020 23rd International Conference on Computer and Information Technology …, 2020 | 11 | 2020 |
| Detection of various lung diseases including COVID-19 using extreme learning machine algorithm based on the features extracted from a lightweight CNN architecture M Nahiduzzaman, MOF Goni, MR Islam, A Sayeed, MS Anower, M Ahsan, ... Biocybernetics and Biomedical Engineering, 2023 | 9 | 2023 |
| A Comparative Analysis of Feature Extraction Methods for Human Opinion Grouping Using Several Machine Learning Techniques T Hasan, A Matin, M Kamruzzaman, S Islam, MOF Goni 2020 IEEE International Women in Engineering (WIE) Conference on Electrical …, 2020 | 6 | 2020 |
| Diagnosis of Malaria Using Double Hidden Layer Extreme Learning Machine Algorithm With CNN Feature Extraction and Parasite Inflator MOF Goni, MNI Mondal, SMR Islam, M Nahiduzzaman, MR Islam, ... IEEE Access 11, 4117-4130, 2023 | 4 | 2023 |
| Performance Analysis of Classifier for Chronic Kidney Disease Prediction Using SVM, DNN and KNN M Goni, O Faruq, A Matin, T Hasan, M Sarker, R Islam Proceedings of the International Conference on Big Data, IoT, and Machine …, 2021 | 4 | 2021 |
| Integration of machine learning with economic energy scheduling MOF Goni, M Nahiduzzaman, MS Anower, I Kamwa, SM Muyeen International Journal of Electrical Power & Energy Systems 142, 108343, 2022 | 3 | 2022 |
| Autism Spectrum Disorder Prognosis Using Machine Learning Algorithms: A Comparative Study O Jyoti, N Islam, MO Faruq, MAI Siddique, MH Rahaman Intelligent Computing and Optimization: Proceedings of the 3rd International …, 2021 | 2 | 2021 |
| Explainable AI Based Malaria Detection Using Lightweight CNN MOF Goni, MNI Mondal 2023 International Conference on Next-Generation Computing, IoT and Machine …, 2023 | | 2023 |
Md Shamim AnowerProfessor of Electrical and Electronic Engineering, Rajshahi University of Engineering & TechnologyVerified email at eee.ruet.ac.bd
