Lecturer
Computer Science & Engineering
Rajshahi University of Engineering & Technology
Computer Science & Engineering
Green University of Bangladesh (GUB)
Rajshahi University of Engineering & Technology
Rajshahi University of Engineering & Technology
Notre Dame College, Dhaka
Bindubasini Govt. Boys' High School, Tangail
| SL | Authors | Title | Publisher Details | Publication Year | Type |
| 1 | Md. Nasif Osman Khansur and Boshir Ahmed | A lightweight mobile-based attention U-Net with Grad-CAM interpretability for efficient brain tumor segmentation and visualization | Taylor & Francis | 2025 | Book Chapter |
| 2 | Pritam Acharjee, Md. Nasif Osman Khansur, Boshir Ahmed | An advanced deep learning framework for image captioning utilizing a customized EfficientNet-B0 backbone integrated with LSTM | Taylor & Francis | 2025 | Book Chapter |
| 3 | M. M. J. A. Sejan, M. F. Farukuzzaman, I. Khan, M. S. Maliick, and M. N. O. Khansur | MicroBERT: An efficient lightweight transformer for fake news detection via knowledge distillation and post-training quantization | Taylor & Francis | 2025 | Book Chapter |
| 4 | M. T. Sabira, M. F. Farukuzzaman, M. N. O. Khansur, A. Y. Srizon, and S. M. M. Hasan | Weighted DenseNet ensemble with transformer encoder and external attention for gastrointestinal disease classification | IEEE Xplore | 2025 | Conference |
| 5 | Nasif Osman Khansur, Abu Sayeed, Azmain Yakin Srizon, Md. Farukuzzaman Faruk, Salem A. Alyami, AKM Azad, Mohammad Ali Moni | An effective screening of COVID-19 pneumonia by employing chest X-ray segmentation and attention-based ensembled classification | The Institution of Engineering and Technology - John Wiley & Sons' | 2024 | Journal |
| 6 | S. M. R. Kabir, A. Y. Srizon, N. T. Esha, M. F. Farukuzzaman, S. M. M. Hasan, M. N. Khansur, and M. M. Islam | Student distraction detection and concentration analysis via transfer learned convolutional neural networks | IEEE Xplore | 2024 | Conference |
| 7 | M. Rahman, S. Agarwala, A. Y. Srizon, N. T. Esha, M. F. Farukuzzaman, S. M. M. Hasan, and M. N. Khansur | A cost-effective approach to Bengali handwritten character recognition with custom convolutional neural network | IEEE Xplore | 2024 | Conference |
| 8 | M. M. Hasib, M. F. Farukuzzaman, S. M. M. Hasan, M. A. Mamun, A. Y. Srizon, A. H. Efat, M. R. Hossain, and M. N. Khansur | Improved skin lesion detection with double layer concatenated DenseNet using transfer learning and attention modules | IEEE Xplore | 2024 | Conference |
| 9 | O. T. Ahmmed, M. F. Farukuzzaman, A. Y. Srizon, S. M. M. Hasan, M. N. Khansur, A. H. Efat, M. R. Hossain, and M. A. Mamun | Shallow tuned DenseNet: A lightweight convolutional neural network approach for enhanced skin lesion recognition | IEEE Xplore | 2024 | Conference |
| 10 | M. T. Sabira, M. F. Farukuzzaman, S. M. M. Hasan, A. Y. Srizon, M. N. Khansur, M. A. Mamun, and M. R. Hossain | Bengali handwritten character recognition enhanced with morphological preprocessing and attention mechanism-based convolutional neural network | ACM Digital Library | 2024 | Conference |
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