| An enhanced technique of skin cancer classification using deep convolutional neural network with transfer learning models MS Ali, MS Miah, J Haque, MM Rahman, MK Islam Machine Learning with Applications 5, 100036, 2021 | 278 | 2021 |
| Brain tumor detection in MR image using superpixels, principal component analysis and template based K-means clustering algorithm MK Islam, MS Ali, MS Miah, MM Rahman, MS Alam, MA Hossain Machine Learning with Applications 5, 100044, 2021 | 134 | 2021 |
| Deep transfer learning approaches for Monkeypox disease diagnosis MM Ahsan, MR Uddin, MS Ali, MK Islam, M Farjana, AN Sakib, ... Expert Systems with Applications, 119483, 2023 | 60 | 2023 |
| Melanoma skin lesions classification using deep convolutional neural network with transfer learning MK Islam, MS Ali, MM Ali, MF Haque, AA Das, MM Hossain, DS Duranta, ... 2021 1st International Conference on Artificial Intelligence and Data …, 2021 | 31 | 2021 |
| Alzheimer’s disease detection using m-random forest algorithm with optimum features extraction MS Ali, MK Islam, J Haque, AA Das, DS Duranta, MA Islam 2021 1st International Conference on Artificial Intelligence and Data …, 2021 | 27 | 2021 |
| Automated Detection and Characterization of Colon Cancer with Deep Convolutional Neural Networks MI Hasan, MS Ali, MH Rahman, MK Islam Journal of Healthcare Engineering 2022, 2022 | 26 | 2022 |
| Human brain tumor detection using k-means segmentation and improved support vector machine MK Islam, MS Ali, AA Das, D Duranta, M Alam International Journal of Scientific Engineering Research 11 (6), 6, 2020 | 18 | 2020 |
| Monkeypox diagnosis with interpretable deep learning MM Ahsan, MS Ali, MM Hassan, TA Abdullah, KD Gupta, U Bagci, ... IEEE Access, 2023 | 16 | 2023 |
| A Novel Approach for Best Parameters Selection and Feature Engineering to Analyze and Detect Diabetes: Machine Learning Insights MS Ali, MK Islam, AA Das, DUS Duranta, MF Haque, MH Rahman BioMed Research International 2023, 2023 | 14 | 2023 |
| Transfer learning and Local interpretable model agnostic based visual approach in Monkeypox Disease Detection and Classification: A Deep Learning insights MM Ahsan, TA Abdullah, MS Ali, F Jahora, MK Islam, AG Alhashim, ... arXiv preprint arXiv:2211.05633, 2022 | 10 | 2022 |
| Enhancing lung abnormalities detection and classification using a Deep Convolutional Neural Network and GRU with explainable AI: A promising approach for accurate diagnosis MK Islam, MM Rahman, MS Ali, SM Mahim, MS Miah Machine Learning with Applications 14, 100492, 2023 | 8 | 2023 |
| Efficient Deep Learning-Based Data-Centric Approach for Autism Spectrum Disorder Diagnosis from Facial Images Using Explainable AI MS Alam, MM Rashid, AR Faizabadi, HF Mohd Zaki, TE Alam, MS Ali, ... Technologies 11 (5), 115, 2023 | 4 | 2023 |
| Enhancing Atrial Fibrillation detection accuracy: A wavelet transform filtered single lead ECG signal analysis with artificial neural networks and novel feature extraction DUS Duranta, MS Ali, AA Das, MM Rahman, MM Ahsan, MS Miah, ... Machine Learning with Applications 12, 100472, 2023 | 4 | 2023 |
| Cardiovascular disease identification using a hybrid CNN-LSTM model with explainable AI MM Hossain, MS Ali, MM Ahmed, MRH Rakib, MA Kona, S Afrin, MK Islam, ... Informatics in Medicine Unlocked 42, 101370, 2023 | 4 | 2023 |
| Imbalanced Class Data Performance Evaluation and Improvement using Novel Generative Adversarial Network-based Approach: SSG and GBO MM Ahsan, MS Ali, Z Siddique arXiv preprint arXiv:2210.12870, 2022 | 4 | 2022 |
| Few shot learning for medical imaging: A comparative analysis of methodologies and formal mathematical framework J Nayem, SS Hasan, N Amina, B Das, MS Ali, MM Ahsan, S Raman Data Driven Approaches on Medical Imaging, 69-90, 2023 | 3 | 2023 |
| Unlocking the Potential of XAI for Improved Alzheimer’s Disease Detection and Classification Using a ViT-GRU Model SM Mahim, MS Ali, MO Hasan, AAN Nafi, A Sadat, S Al Hasan, B Shareef, ... IEEE Access, 2024 | 2 | 2024 |
| Active learning on medical image A Biswas, NM Abdullah Al, MS Ali, I Hossain, MA Ullah, S Talukder Data Driven Approaches on Medical Imaging, 51-67, 2023 | 2 | 2023 |
| Enhancing and improving the performance of imbalanced class data using novel GBO and SSG: A comparative analysis MM Ahsan, MS Ali, Z Siddique Neural Networks, 106157, 2024 | 1 | 2024 |
| Enhancing lung abnormalities diagnosis using hybrid DCNN-ViT-GRU model with explainable AI: A deep learning approach MK Islam, MM Rahman, MS Ali, SM Mahim, MS Miah Image and Vision Computing 142, 104918, 2024 | 1 | 2024 |
Md khairul IslamAssistant Professor, Department of Biomedical Engineering, Islamic UniversityVerified email at bme.iu.ac.bd
