| 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 | 414 | 2021 |
| Automatic human brain tumor detection in MRI image using template-based K means and improved fuzzy C means clustering algorithm MS Alam, MM Rahman, MA Hossain, MK Islam, KM Ahmed, KT Ahmed, ... Big Data and Cognitive Computing 3 (2), 27, 2019 | 174 | 2019 |
| 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 | 172 | 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 216, 119483, 2023 | 98 | 2023 |
| 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 (1), 5269913, 2022 | 50 | 2022 |
| 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 | 50 | 2021 |
| 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 | 33 | 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 (1), 8583210, 2023 | 31 | 2023 |
| 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 | 31 | 2021 |
| 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 | 27 | 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 12, 8390-8412, 2024 | 24 | 2024 |
| Human Brain Tumor Detection using K-means Segmentation and Improved Support Vector Machine MK Islam, MS Ali, AA Das, DUS Duranta, MS Alam | 21 | 2020 |
| Enhancing monkeypox diagnosis and explanation through modified transfer learning, vision transformers, and federated learning MM Ahsan, TE Alam, MA Haque, MS Ali, RH Rifat, AAN Nafi, MM Hossain, ... Informatics in Medicine Unlocked 45, 101449, 2024 | 19 | 2024 |
| 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 | 16 | 2022 |
| Enhanced sensing and sum-rate analysis in a cognitive radio-based internet of things MS Miah, KM Ahmed, MK Islam, MAR Mahmud, MM Rahman, H Yu Sensors 20 (9), 2525, 2020 | 15 | 2020 |
| 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 | 14 | 2024 |
| An ensemble classification approach for cervical cancer prediction using behavioral risk factors MS Ali, MM Hossain, MA Kona, KR Nowrin, MK Islam Healthcare Analytics 5, 100324, 2024 | 13 | 2024 |
| Unscented kalman filter based on spectrum sensing in a cognitive radio network using an adaptive fuzzy system MR Amin, MM Rahman, MA Hossain, MK Islam, KM Ahmed, BC Singh, ... Big Data and Cognitive Computing 2 (4), 39, 2018 | 13 | 2018 |
| 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 | 12 | 2023 |
| Enhancing breast cancer segmentation and classification: An Ensemble Deep Convolutional Neural Network and U-net approach on ultrasound images MR Islam, MM Rahman, MS Ali, AAN Nafi, MS Alam, TK Godder, MS Miah, ... Machine Learning with Applications 16, 100555, 2024 | 9 | 2024 |
Md Shahin AliGraduate Research Assistant, University of IowaEmail được xác minh tại uiowa.edu