Book Chapters (3)
- 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
- 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
- 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
Journal Articles (1)
- 1. 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
Conference Papers (6)
- 1. 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
- 2. 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
- 3. 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
- 4. 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
- 5. 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
- 6. 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