| Complex features extraction with deep learning model for the detection of COVID19 from CT scan images using ensemble based machine learning approach MR Islam, M Nahiduzzaman Expert Systems with Applications, 116554, 2022 | 82 | 2022 |
| 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, 105602, 2022 | 65 | 2022 |
| A Novel Method for Multivariant Pneumonia Classification based on Hybrid CNN-PCA Based Feature Extraction using Extreme Learning Machine with Chest X-Ray Images M Nahiduzzaman, MOF Goni, MS Anower, MR Islam, M Ahsan, J Haider, ... IEEE Access, 2021 | 38 | 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, 119557, 2023 | 37 | 2023 |
| 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 |
| 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 | 28 | 2022 |
| Transfer Learning based Diabetic Retinopathy Detection with a Novel Preprocessed Layer MR Islam, MAM Hasan, A Sayeed 2020 IEEE Region 10 Symposium (TENSYMP), 888-891, 2020 | 24 | 2020 |
| 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, 100107, 2023 | 16 | 2023 |
| 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 |
| Prediction of Road Accident and Severity of Bangladesh Applying Machine Learning Techniques J Paul, Z Jahan, KF Lateef, MR Islam, SC Bakchy 2020 IEEE 8th R10 Humanitarian Technology Conference (R10-HTC), 1-6, 2020 | 12 | 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 Review on Brain Tumor Segmentation Based on Deep Learning Methods with Federated Learning Techniques MF Ahamed, MM Hossain, M Nahiduzzaman, MR Islam, MR Islam, ... Computerized Medical Imaging and Graphics, 102313, 2023 | 8 | 2023 |
| An Experimental Framework of Bangla Text Classification for Analyzing Sentiment Applying CNN & BiLSTM O Sarkar, MF Ahamed, TT Khan, MK Ghosh, MR Islam 2021 2nd International Conference for Emerging Technology (INCET), 1-6, 2021 | 7 | 2021 |
| Multi-Scale CNN: An Explainable AI-Integrated Unique Deep Learning Framework for Lung-Affected Disease Classification O Sarkar, MR Islam, MK Syfullah, MT Islam, MF Ahamed, M Ahsan, ... Technologies 11 (5), 134, 2023 | 5 | 2023 |
| Classification and Segmentation on Multi-regional Brain Tumors Using Volumetric Images of MRI with Customized 3D U-Net Framework M Faysal Ahamed, M Robiul Islam, T Hossain, K Syfullah, O Sarkar Proceedings of International Conference on Information and Communication …, 2023 | 4 | 2023 |
| 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, 2023 | 4 | 2023 |
| Transfer Learning Approach for Diabetic Retinopathy Detection using Efficient Network with 2 Phase Training P Chowdhury, MR Islam, MA Based, P Chowdhury 2021 6th International Conference for Convergence in Technology (I2CT), 1-6, 2021 | 4 | 2021 |
| An Empirical Model of Classifying Lung Affected Diseases to Detect COVID-19 Using Chest X-ray Employing Convolutional Neural Architecture O Sarkar, MR Islam, T Hossain, MK Syfullah, MT Islam, M Moniruzzaman 2022 IEEE International Conference on Artificial Intelligence in Engineering …, 2022 | 2 | 2022 |
| Severity Grading of Diabetic Retinopathy using Deep Convolutional Neural Network MR Islam, MN Hasan, M Nahiduzzaman International Journal of Innovative Science and Research Technology 6 (1), 2021 | 2 | 2021 |
| Privacy Preserving Federated Learning for Lung Cancer Classification MM Hossain, MF Ahamed, MR Islam, MDR Imam 2023 26th International Conference on Computer and Information Technology …, 2023 | | 2023 |
Md. Omaer Faruq GoniLecturer of Electrical & Computer Engineering, Rajshahi University of Engineering & TechnologyVerified email at ece.ruet.ac.bd
