Publications

2026

1. BPSC

   

   An efficient dual-line decoder network with multi-scale convolutional attention for multi-organ segmentation

   Riad Hassan, M. Rubaiyat Hossain Mondal, Sheikh Iqbal Ahamed, Fahad Mostafa, and Md Mostafijur Rahman

   Biomedical Signal Processing and Control, 2026

   DOI Bib PDF Code

   @article{HASSAN2026108611,
     title = {An efficient dual-line decoder network with multi-scale convolutional attention for multi-organ segmentation},
     journal = {Biomedical Signal Processing and Control},
     volume = {112},
     pages = {108611},
     year = {2026},
     issn = {1746-8094},
     doi = {https://doi.org/10.1016/j.bspc.2025.108611},
     url = {https://www.sciencedirect.com/science/article/pii/S174680942501122X},
     author = {Hassan, Riad and Mondal, M. Rubaiyat Hossain and Ahamed, Sheikh Iqbal and Mostafa, Fahad and Rahman, Md Mostafijur},
     keywords = {Attention mechanisms, Computational efficiency, Deep learning, Dual-line decoder, Medical image segmentation, Multi-scale feature extraction},
   }

2025

1. MobDenseNet: A hybrid deep learning model for brain tumor classification using MRI

   Meher Afroj, M. Rubaiyat Hossain Mondal, Md Riad Hassan, and Sworna Akter

   Array, 2025

   DOI Bib

   @article{AFROJ2025100413,
     title = {MobDenseNet: A hybrid deep learning model for brain tumor classification using MRI},
     journal = {Array},
     volume = {26},
     pages = {100413},
     year = {2025},
     issn = {2590-0056},
     doi = {https://doi.org/10.1016/j.array.2025.100413},
     url = {https://www.sciencedirect.com/science/article/pii/S2590005625000402},
     author = {Afroj, Meher and Mondal, M. Rubaiyat Hossain and Hassan, Md Riad and Akter, Sworna},
     keywords = {CNN, Deep learning, Hybrid model, MRI, Cross-dataset evaluation}
   }

2. Size and Smoothness Aware Adaptive Focal Loss for Small Tumor Segmentation

   Md Rakibul Islam, Riad Hassan, Abdullah Nazib, Kien Nguyen, Clinton Fookes, and 1 more author

   2025

   DOI Bib PDF

   @misc{AFLoss,
     title = {Size and Smoothness Aware Adaptive Focal Loss for Small Tumor Segmentation},
     author = {Islam, Md Rakibul and Hassan, Riad and Nazib, Abdullah and Nguyen, Kien and Fookes, Clinton and Islam, Md Zahidul},
     year = {2025},
     eprint = {2407.09828},
     archiveprefix = {arXiv},
     primaryclass = {eess.IV},
     url = {https://arxiv.org/abs/2407.09828},
     doi = {https://doi.org/10.48550/arXiv.2407.09828},
   }

2024

1. 

   UDBRNet: A novel uncertainty driven boundary refined network for organ at risk segmentation

   Riad Hassan, M. Rubaiyat Hossain Mondal, and Sheikh Iqbal Ahamed

   PLOS ONE, Jun 2024

   DOI Bib Code

   @article{10.1371/journal.pone.0304771,
     doi = {10.1371/journal.pone.0304771},
     author = {Hassan, Riad and Mondal, M. Rubaiyat Hossain and Ahamed, Sheikh Iqbal},
     journal = {PLOS ONE},
     publisher = {Public Library of Science},
     title = {UDBRNet: A novel uncertainty driven boundary refined network for organ at risk segmentation},
     year = {2024},
     month = jun,
     volume = {19},
     pages = {1-18},
     number = {6},
   }

2. ISBI

   

   Uncertainty Driven Bottleneck Attention U-Net For Organ at Risk Segmentation

   Abdullah Nazib, Riad Hassan, Zahidul Islam, and Clinton Fookes

   In 2024 IEEE International Symposium on Biomedical Imaging (ISBI), Jun 2024

   DOI Bib PDF Code

   @inproceedings{10635587,
     author = {Nazib, Abdullah and Hassan, Riad and Islam, Zahidul and Fookes, Clinton},
     booktitle = {2024 IEEE International Symposium on Biomedical Imaging (ISBI)},
     title = {Uncertainty Driven Bottleneck Attention U-Net For Organ at Risk Segmentation},
     year = {2024},
     volume = {},
     number = {},
     pages = {1-5},
     address = {Athens, Greece},
     doi = {10.1109/ISBI56570.2024.10635587},
   }

3. DICTA

   Automated Radiomics Based Clinically Significant Prostate Cancer (csPCa) Grade Classification from Biparametric MRI

   Md Rakibul Islam, Abdullah Nazib, Riad Hassan, Abu Rumman Refat, Kien Nguyen, and 2 more authors

   In 2024 International Conference on Digital Image Computing: Techniques and Applications (DICTA), Jun 2024

   DOI Bib

   @inproceedings{10869575,
     author = {Islam, Md Rakibul and Nazib, Abdullah and Hassan, Riad and Refat, Abu Rumman and Nguyen, Kien and Fookes, Clinton and Islam, Md Zahidul},
     booktitle = {2024 International Conference on Digital Image Computing: Techniques and Applications (DICTA)},
     title = {Automated Radiomics Based Clinically Significant Prostate Cancer (csPCa) Grade Classification from Biparametric MRI},
     year = {2024},
     volume = {},
     number = {},
     pages = {454-461},
     doi = {10.1109/DICTA63115.2024.00073}
   }

4. Enhancing Visibility for Autonomous Vehicle Object Detection in Dust or Sandstorm Conditions Using Dark Channel Prior and YOLOv9

   Mohammad Ali, Mahmudul Hasan, Meherun Nesa Meem, Feroza Naznin, Riad Hassan, and 1 more author

   In 2024 6th International Conference on Sustainable Technologies for Industry 5.0 (STI), Jun 2024

   DOI Bib

   @inproceedings{10951081,
     author = {Ali, Mohammad and Hasan, Mahmudul and Meem, Meherun Nesa and Naznin, Feroza and Hassan, Riad and Islam, Md. Zahidul},
     booktitle = {2024 6th International Conference on Sustainable Technologies for Industry 5.0 (STI)},
     title = {Enhancing Visibility for Autonomous Vehicle Object Detection in Dust or Sandstorm Conditions Using Dark Channel Prior and YOLOv9},
     year = {2024},
     volume = {},
     number = {},
     pages = {1-6},
     doi = {10.1109/STI64222.2024.10951081}
   }

2023

1. A Sign Language Recognition System for Helping Disabled People

   Hridoy Adhikari, Md. Sakib Bin Jahangir, Israt Jahan, Md. Solaiman Mia, and Md. Riad Hassan

   In 2023 5th International Conference on Sustainable Technologies for Industry 5.0 (STI), Jun 2023

   DOI Bib

   @inproceedings{10465011,
     author = {Adhikari, Hridoy and Bin Jahangir, Md. Sakib and Jahan, Israt and Mia, Md. Solaiman and Hassan, Md. Riad},
     booktitle = {2023 5th International Conference on Sustainable Technologies for Industry 5.0 (STI)},
     title = {A Sign Language Recognition System for Helping Disabled People},
     year = {2023},
     volume = {},
     number = {},
     pages = {1-6},
     doi = {10.1109/STI59863.2023.10465011}
   }

2022

1. Eye Tracking, Saliency Modeling and Human Feedback Descriptor Driven Robust Region-of-Interest Determination Technique

   Manoranjan Paul, Pallab Kanti Podder, and Md. Riad Hassan

   IEEE Access, Jun 2022

   DOI Bib

   @article{9887942,
     author = {Paul, Manoranjan and Podder, Pallab Kanti and Hassan, Md. Riad},
     journal = {IEEE Access},
     title = {Eye Tracking, Saliency Modeling and Human Feedback Descriptor Driven Robust Region-of-Interest Determination Technique},
     year = {2022},
     volume = {10},
     number = {},
     pages = {98612-98624},
     doi = {10.1109/ACCESS.2022.3206045}
   }

2021

1. An IoT Based Water Quality Testing Device: An Approach to Modelling a Geographical Map Based on Water Quality Data and Decision Support System

   Md. Riad Hassan, Pallab Kanti Podder, Tarun Debnath, and Md. Omar Faruk

   International Journal of Advanced Trends in Computer Science and Engineering, Jun 2021

   DOI Bib

   @article{Hassan2021-uw,
     title = {An IoT Based Water Quality Testing Device: An Approach to Modelling a Geographical Map Based on Water Quality Data and Decision Support System},
     author = {Hassan, Md. Riad and Podder, Pallab Kanti and Debnath, Tarun and Faruk, Md. Omar},
     journal = {International Journal of Advanced Trends in Computer Science and Engineering},
     volume = {10},
     number = {2},
     pages = {1091--1099},
     year = {2021},
     doi = {10.30534/ijatcse/2021/851022021}
   }