DermoExpert: Skin lesion classification using a hybrid convolutional neural network through segmentation, transfer learning, and augmentation MK Hasan, MTE Elahi, MA Alam, MT Jawad, R Martí Informatics in Medicine Unlocked 28, 100819, 2022 | 132 | 2022 |
Missing value imputation affects the performance of machine learning: A review and analysis of the literature (2010–2021) MK Hasan, MA Alam, S Roy, A Dutta, MT Jawad, S Das Informatics in Medicine Unlocked 27, 100799, 2021 | 120 | 2021 |
Ensemble of convolutional neural networks to diagnose acute lymphoblastic leukemia from microscopic images C Mondal, MK Hasan, M Ahmad, MA Awal, MT Jawad, A Dutta, MR Islam, ... Informatics in Medicine Unlocked 27, 100794, 2021 | 46 | 2021 |
Acute lymphoblastic leukemia detection from microscopic images using weighted ensemble of convolutional neural networks C Mondal, MK Hasan, MT Jawad, A Dutta, MR Islam, MA Awal, M Ahmad arXiv preprint arXiv:2105.03995, 2021 | 41 | 2021 |
Dermo-DOCTOR: A framework for concurrent skin lesion detection and recognition using a deep convolutional neural network with end-to-end dual encoders MK Hasan, S Roy, C Mondal, MA Alam, MTE Elahi, A Dutta, SMTU Raju, ... Biomedical Signal Processing and Control 68, 102661, 2021 | 28 | 2021 |
COVID-19 identification from volumetric chest CT scans using a progressively resized 3D-CNN incorporating segmentation, augmentation, and class-rebalancing MK Hasan, MT Jawad, KNI Hasan, SB Partha, MM Al Masba, S Saha, ... Informatics in medicine unlocked 26, 100709, 2021 | 24 | 2021 |
Associating measles vaccine uptake classification and its underlying factors using an ensemble of machine learning models MK Hasan, MT Jawad, A Dutta, MA Awal, MA Islam, M Masud, JF Al-Amri IEEE Access 9, 119613-119628, 2021 | 20 | 2021 |
Missing value imputation affects the performance of machine learning: A review and analysis of the literature (2010–2021). Informatics in Medicine Unlocked. 2021; 27: 100799 MK Hasan, MA Alam, S Roy, A Dutta, MT Jawad, S Das | 5 | 2021 |
Dermo-doctor: A web application for detection and recognition of the skin lesion using a deep convolutional neural network M Hasan, S Roy, C Mondal, M Alam, M Elahi, E Toufick, A Dutta, S Raju, ... arXiv preprint arXiv:2102.01824, 2021 | 5 | 2021 |
GSNet: a multi-class 3D attention-based hybrid glioma segmentation network MT Jawad, A Yeafi, KK Halder Optics Express 31 (24), 40881-40906, 2023 | 2 | 2023 |
Breast cancer classification using ensemble of machine learning boosting algorithms MK Hasan, MT Jawad 2022 International Conference on Inventive Computation Technologies (ICICT …, 2022 | 2 | 2022 |
Fetal Head Segmentation and Head Circumference Measurement Using Residual U-Net L Halder, S Mohanto, M Islam, MT Jawad 2024 2nd International Conference on Information and Communication …, 2024 | | 2024 |