Publications

2026

1. SR

   

   SE-UNet: Spatial and Channel Refinement for Robust Multi-Anatomical Structure Segmentation in Abdominal Ultrasound (Under Review)

   Md. Rashed, Md. Imran Hossain, Md Jamil, and 4 more authors

   Scientific Reports, 2026

   DOI Bib PDF Code

   @article{rashed2026scientificreports,
     title = {SE-UNet: Spatial and Channel Refinement for Robust Multi-Anatomical Structure Segmentation in Abdominal Ultrasound (Under Review)},
     journal = {Scientific Reports},
     pages = {},
     year = {2026},
     organization = {Nature Research},
     publisher = {Nature Research},
     author = {Rashed, Md. and Hossain, Md. Imran and Jamil, Md and Hassan, Md. Riad and Hasan, Md. Kamrul and Kavak, Adnan and Çakır, Özgür},
     doi = {},
     keywords = {},
     url = {},
   }

2. HTL

   

   Trustworthy Deep Feature Extraction and Ensemble-Based Machine Learning Approach for Breast Cancer Detection (Accepted not online yet)

   Md. Rashed, Mohammad Kamrul Hasan, Md. Imran Hossain, and 3 more authors

   Healthcare Technology Letters, 2026

   DOI Bib PDF Code

   @article{rashed2026htl,
     title = {Trustworthy Deep Feature Extraction and Ensemble-Based Machine Learning Approach for Breast Cancer Detection (Accepted not online yet)},
     journal = {Healthcare Technology Letters},
     pages = {},
     year = {2026},
     organization = {IET},
     publisher = {Wiley},
     author = {Rashed, Md. and Hasan, Mohammad Kamrul and Hossain, Md. Imran and Hosain, Md. Sarwar and Rahman, Abdul Hadi Abd and and Shayla Islam},
     doi = {},
     keywords = {},
     url = {},
   }

2025

1. CIEES

   

   Da-RDU-Net: Dual Attention and Residual Double U-Net for Colorectal Polyp Segmentation (Best Paper Awarded)

   Md. Rashed, Md Imran Hossain, and Adnan Kavak

   In 2025 6th International Conference on Communications, Information, Electronic and Energy Systems (CIEES), 2025

   DOI Bib PDF Code

   @inproceedings{rashed2025ciees,
     title = {Da-RDU-Net: Dual Attention and Residual Double U-Net for Colorectal Polyp Segmentation (Best Paper Awarded)},
     booktitle = {2025 6th International Conference on Communications, Information, Electronic and Energy Systems (CIEES)},
     pages = {1--6},
     year = {2025},
     organization = {IEEE},
     publisher = {IEEE},
     author = {Rashed, Md. and Hossain, Md Imran and Kavak, Adnan},
     doi = {10.1109/CIEES66347.2025.11300119},
     keywords = {Image segmentation, Visualization, Accuracy, Uncertainty, Colonoscopy, Colorectal cancer, Benchmark testing, Transformers, Robustness, Real-time systems, colorectal cancer, polyp segmentation, deep learning, dual attention, medical image segmentation},
     url = {https://ieeexplore.ieee.org/abstract/document/11300119},
   }

2. Cureus

   

   Hybrid machine learning models for accurate type 2 diabetes mellitus prediction using a stacking classifier and a meta-model approach

   Md. Rashed, Md Imran Hossain, Akif Mahdi, and 1 more author

   Cureus Journal of Computer Science, 2025

   DOI Bib PDF Code

   @article{rashed2025hybrid,
     title = {Hybrid machine learning models for accurate type 2 diabetes mellitus prediction using a stacking classifier and a meta-model approach},
     journal = {Cureus Journal of Computer Science},
     volume = {2},
     year = {2025},
     author = {Rashed, Md. and Hossain, Md Imran and Mahdi, Akif and Mustofa, Gulam},
     doi = {10.7759/s44389-025-03135-0},
     issn = {3005-1487},
     url = {https://assets.cureusjournals.com/artifacts/upload/original_article/pdf/3135/20250304-116426-3b7a2e.pdf},
   }

3. FMLDS

   

   An Intelligent Video Surveillance System with Temporal-Enhanced YOLOv8 for Real-Time Fire, Accident, and License Plate Detection in Public Safety Monitoring

   Md. Rashed, Md Imran Hossain, Md Zahidul Islam, and 1 more author

   In 2025 IEEE International Conference on Future Machine Learning and Data Science (FMLDS), 2025

   DOI Bib PDF Code

   @inproceedings{rashed2025fmlds,
     title = {An Intelligent Video Surveillance System with Temporal-Enhanced YOLOv8 for Real-Time Fire, Accident, and License Plate Detection in Public Safety Monitoring},
     booktitle = {2025 IEEE International Conference on Future Machine Learning and Data Science (FMLDS)},
     pages = {139--144},
     year = {2025},
     organization = {IEEE},
     publisher = {IEEE},
     author = {Rashed, Md. and Hossain, Md Imran and Islam, Md Zahidul and Naznin, Feroza},
     doi = {10.1109/FMLDS67896.2025.00032},
     keywords = {Wavelet transforms, Visualization, Transportation, Traffic control, Wavelet analysis, Video surveillance, Real-time systems, Public security, License plate recognition, Videos, Road accident detection, Fire detection, Number plate recognition, Deep learning, CCTV footage, YOLOv8},
     url = {https://ieeexplore.ieee.org/document/11446847},
   }

4. QPAIN

   

   A Machine Learning Framework for Stress Detection Using Photoplethysmography (PPG) Signals

   Md. Rashed, Md Basim Al Zabir Shammo, Md Imran Hossain, and 2 more authors

   In 2025 International Conference on Quantum Photonics, Artificial Intelligence, and Networking (QPAIN), 2025

   DOI Bib PDF Code

   @inproceedings{rashed2025machine,
     title = {A Machine Learning Framework for Stress Detection Using Photoplethysmography (PPG) Signals},
     booktitle = {2025 International Conference on Quantum Photonics, Artificial Intelligence, and Networking (QPAIN)},
     pages = {1--5},
     year = {2025},
     organization = {IEEE},
     publisher = {IEEE},
     author = {Rashed, Md. and Shammo, Md Basim Al Zabir and Hossain, Md Imran and Hossain, Md Anwar and Habib, Jakaria},
     doi = {10.1109/QPAIN66474.2025.11171913},
     url = {https://ieeexplore.ieee.org/abstract/document/11171913/},
   }

5. COMPAS

   

   Machine Learning-Based Prediction of Nightmares in Children: A Pediatric Psychological Integration

   Lamia Islam, Md Basim Al Zabir Shammo, Md. Rashed, and 3 more authors

   In 2025 IEEE 2nd International Conference on Computing, Applications and Systems (COMPAS), 2025

   DOI PDF Code
6. QPAIN

   

   Enhancing COPD Detection with WaveNet: Assessing the Efficacy of Deep Learning Model

   Md Habibul Islam, Md. Rashed, Nitun Kumar Podder, and 2 more authors

   In 2025 International Conference on Quantum Photonics, Artificial Intelligence, and Networking (QPAIN), 2025

   DOI Bib PDF Code

   @inproceedings{islam2025enhancing,
     title = {Enhancing COPD Detection with WaveNet: Assessing the Efficacy of Deep Learning Model},
     booktitle = {2025 International Conference on Quantum Photonics, Artificial Intelligence, and Networking (QPAIN)},
     pages = {1--6},
     year = {2025},
     organization = {IEEE},
     publisher = {IEEE},
     author = {Islam, Md Habibul and Rashed, Md. and Podder, Nitun Kumar and Hossain, Md Imran and Mondol, Ankur Kumar},
     doi = {10.1109/QPAIN66474.2025.11171716},
     url = {https://ieeexplore.ieee.org/abstract/document/11171716},
   }

2024

1. ICCIT

   

   Enhanced Prediction of Type-2 Diabetes Mellitus Using an Integrated Ensemble Framework (IEF)

   Md. Rashed, Md Imran Hossain, and Md Anwar Hossain

   In 2024 27th International Conference on Computer and Information Technology (ICCIT), 2024

   DOI Bib PDF

   @inproceedings{rashed2024enhanced,
     title = {Enhanced Prediction of Type-2 Diabetes Mellitus Using an Integrated Ensemble Framework (IEF)},
     booktitle = {2024 27th International Conference on Computer and Information Technology (ICCIT)},
     pages = {2512--2517},
     year = {2024},
     organization = {IEEE},
     author = {Rashed, Md. and Hossain, Md Imran and Hossain, Md Anwar},
     doi = {10.1109/ICCIT64611.2024.11022451},
     url = {https://ieeexplore.ieee.org/abstract/document/11022451},
   }

2. IJRPR

   

   Improving speech emotion recognition and classification accuracy using hybrid CNN-LSTM-KNN model

   Md Imran Hossain, Md Mojahidul Islam, Tania Nahrin, and 2 more authors

   International Journal of Research Publication and Reviews (IJRPR), 2024

   Bib PDF

   @article{hossain2024improving,
     title = {Improving speech emotion recognition and classification accuracy using hybrid CNN-LSTM-KNN model},
     author = {Hossain, Md Imran and Islam, Md Mojahidul and Nahrin, Tania and Rashed, Md. and Atiqur, Md},
     journal = {International Journal of Research Publication and Reviews (IJRPR)},
     volume = {2582},
     pages = {7421},
     year = {2024},
     url = {https://www.researchgate.net/profile/Md-Rashed-23/publication/384067491_Improving_Speech_Emotion_Recognition_and_Classification_Accuracy_Using_Hybrid_CNN-LSTM-KNN_Model/links/66e8664901cba963bf2491b4/Improving-Speech-Emotion-Recognition-and-Classification-Accuracy-Using-Hybrid-CNN-LSTM-KNN-Model.pdf},
   }

3. IRJMETS

   

   OPTIMIZING WASTE MANAGEMENT WITH IOT: BOOSTING EFFICIENCY AND PROMOTING SUSTAINABILITY

   Md. Rashed, S. Ahmad, and M. Shakil Hossain

   International Research Journal of Modernization in Engineering Technology and Science, 2024

   Bib PDF

   @article{IRJMETS202457390,
     pages = {2582–5208},
     issn = {2582-5208},
     title = {OPTIMIZING WASTE MANAGEMENT WITH IOT: BOOSTING EFFICIENCY AND PROMOTING SUSTAINABILITY},
     journal = {International Research Journal of Modernization in Engineering Technology and Science},
     year = {2024},
     volume = {5},
     author = {Rashed, Md. and Ahmad, S. and Hossain, M. Shakil},
     url = {https://www.irjmets.com/uploadedfiles/paper//issue_5_may_2024/57390/final/fin_irjmets1716708500.pdf},
   }