publications

2025

1. arXiv Preprint

   Systematic Evaluation of Wavelet-Based Denoising for MRI Brain Images: Optimal Configurations and Performance Benchmarks

   Asadullah Bin Rahman, Masud Ibn Afjal, and Md. Abdulla Al Mamun

   2025

   Bib PDF

   

   @misc{rahman2025systematicevaluationwaveletbaseddenoising,
     title = {Systematic Evaluation of Wavelet-Based Denoising for MRI Brain Images: Optimal Configurations and Performance Benchmarks},
     author = {Rahman, Asadullah Bin and Afjal, Masud Ibn and Mamun, Md. Abdulla Al},
     year = {2025},
     eprint = {2508.15011},
     archiveprefix = {arXiv},
     primaryclass = {eess.IV},
     url = {https://arxiv.org/abs/2508.15011},
     keywords = {Image Denoising;Magnetic Resonance Imaging (MRI);Discrete Wavelet Transform (DWT);Biomedical Image Processing}
   }

2. arXiv Preprint

   Deep Learning Architectures for Medical Image Denoising: A Comparative Study of CNN-DAE, CADTra, and DCMIEDNet

   Asadullah Bin Rahman, Masud Ibn Afjal, and Md. Abdulla Al Mamun

   2025

   Bib PDF

   

   @misc{rahman2025deeplearningarchitecturesmedical,
     title = {Deep Learning Architectures for Medical Image Denoising: A Comparative Study of CNN-DAE, CADTra, and DCMIEDNet},
     author = {Rahman, Asadullah Bin and Afjal, Masud Ibn and Mamun, Md. Abdulla Al},
     year = {2025},
     eprint = {2508.17223},
     archiveprefix = {arXiv},
     primaryclass = {eess.IV},
     url = {https://arxiv.org/abs/2508.17223},
     keywords = {Deep Learning;Medical Image Denoising;Convolutional Neural Networks;Autoencoder;Transformer Networks}
   }

3. IEEE Conference

   Mitigating Noise from Biomedical Images Using Wavelet Transform Techniques

   Asadullah Bin Rahman, Masud Ibn Afjal, and Md. Abdulla Al Mamun

   In 2025 International Conference on Electrical, Computer and Communication Engineering (ECCE), 2025

   Bib PDF Slides

   

   @inproceedings{11013062,
     author = {Rahman, Asadullah Bin and Ibn Afjal, Masud and Al Mamun, Md. Abdulla},
     booktitle = {2025 International Conference on Electrical, Computer and Communication Engineering (ECCE)},
     title = {Mitigating Noise from Biomedical Images Using Wavelet Transform Techniques},
     year = {2025},
     volume = {},
     number = {},
     pages = {1-6},
     keywords = {Thresholding (Imaging);Magnetic resonance imaging;Computed tomography;Noise;Noise reduction;Discrete wavelet transforms;Medical diagnostic imaging;Standards;Image denoising;Noise level;Image Denoising;Magnetic Resonance Imaging (MRI);Discrete Wavelet Transformation (DWT)},
     doi = {10.1109/ECCE64574.2025.11013062}
   }

2023

1. IEEE Conference

   Enhanced Brain Tumor Classification from MRI Images Using Deep Learning Model

   Asadullah Bin Rahman, Md. Touhid Islam, Md. Rashedul Islam, and 2 more authors

   In 2023 26th International Conference on Computer and Information Technology (ICCIT), 2023

   Bib PDF Slides

   

   @inproceedings{10441064,
     author = {Rahman, Asadullah Bin and Touhid Islam, Md. and Islam, Md. Rashedul and Sohrawordi, Md. and Sultan, Md. Nahid},
     booktitle = {2023 26th International Conference on Computer and Information Technology (ICCIT)},
     title = {Enhanced Brain Tumor Classification from MRI Images Using Deep Learning Model},
     year = {2023},
     volume = {},
     number = {},
     pages = {1-6},
     keywords = {Dimensionality reduction;Deep learning;Transfer learning;Feature extraction;Discrete wavelet transforms;Image classification;Tumors;Contrast Enhanced MRI(CE-MRI);Brain Tumor;Discrete Wavelet Transformation(DWT);CNN},
     doi = {10.1109/ICCIT60459.2023.10441064}
   }