Publications | Md. Rashed

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2026

BSPC

A Standardized Comparative Benchmark of Fully Convolutional and Hybrid Deep Networks for Multi-Anatomical Structure Segmentation in Ultrasound Imaging (Under Review)

Md. Rashed, Md. Riad Hassan, Md. Imran Hossain, and 3 more authors

Biomedical Signal Processing and Control, 2026

DOI Bib PDF Code

@article{rashed2026bspc,
  title = {A Standardized Comparative Benchmark of Fully Convolutional and Hybrid Deep Networks for Multi-Anatomical Structure Segmentation in Ultrasound Imaging (Under Review)},
  journal = {Biomedical Signal Processing and Control},
  pages = {},
  year = {2026},
  organization = {Elsevier },
  publisher = {Elsevier},
  author = {Rashed, Md. and Hassan, Md. Riad and Hossain, Md. Imran and Islam, Md Rakibul and Naznin, Feroza and Islam, Md Zahidul},
  doi = {},
  keywords = {Ultrasound Image Segmentation, Multi-anatomical Structure Segmentation, Deep Learning, Fully Convolutional Networks, Kidney and Spleen Ultrasound, Medical Imaging},
  url = {},
}

IEEE Access

ACMS–Net: A Lightweight Adaptive Multi-Scale Feature Learning with Cross-Scale Attention Network for Multi-Class Classification of Gallbladder Disease in Ultrasound Images (Under Review)

Md. Rashed, Faisal Iqbal Hiron, Md. Imran Hossain, and 4 more authors

IEEE Access, 2026

DOI Bib PDF Code

@article{rashed2026IEEEAccess,
  title = {ACMS–Net: A Lightweight Adaptive Multi-Scale Feature Learning with Cross-Scale Attention Network for Multi-Class Classification of Gallbladder Disease in Ultrasound Images (Under Review)},
  journal = {IEEE Access},
  pages = {},
  year = {2026},
  organization = {IEEE},
  publisher = {IEEE},
  author = {Rashed, Md. and Hiron, Faisal Iqbal and Hossain, Md. Imran and Hosain, Md. Sarwar and Ohidujjaman and Islam, Md Zahidul and Shimamura, Tetsuya},
  doi = {},
  keywords = {Gallbladder disease, ultrasound imaging, deep learning, multi-scale feature extraction, cross-scale attention, channel recalibration, lightweight network, medical image classification},
  url = {},
}

Diagnostics

BADF-Net: A Method for Enhancing Abdominal Ultrasound Diagnosis via Boundary-Aware Dynamic Fusion Network-Based Multi-Anatomical Structure Segmentation (Under Review)

Md. Rashed, Muhammad Jamil, Md. Imran Hossain, and 6 more authors

Diagnostics, 2026

DOI Bib PDF Code

@article{rashed2026diagnostics,
  title = {BADF-Net: A Method for Enhancing Abdominal Ultrasound Diagnosis via Boundary-Aware Dynamic Fusion Network-Based Multi-Anatomical Structure Segmentation (Under Review)},
  journal = {Diagnostics},
  pages = {},
  year = {2026},
  organization = {MDPI},
  publisher = {MDPI},
  author = {Rashed, Md. and Jamil, Muhammad and Hossain, Md. Imran and Kavak, Adnan and Hassan, Md. Riad and Ohidujjaman and Hosain, Md. Sarwar and Çakır, Özqür and Fotouhi, Hossein},
  doi = {},
  keywords = {Ultrasound segmentation; Multi-anatomical structure segmentation; Boundary-aware attention; Squeeze-and-excitation; ResNet-34; Cross-Scale Boundary Fusion; Kidney and spleen segmentation; Clinical decision support;},
  url = {},
}

Nutrients

AI-Assisted Nutrition Estimation and Exercise Support for Integrated Lifestyle Management in Patients with Diabetes (Under Review)

Muhammad Jamil, Adnan Kavak, Hossein Fotouhi, and 4 more authors

Nutrients, 2026

DOI Bib PDF Code

@article{jamil2026nutrients,
  title = {AI-Assisted Nutrition Estimation and Exercise Support for Integrated Lifestyle Management in Patients with Diabetes (Under Review)},
  journal = {Nutrients},
  pages = {},
  year = {2026},
  organization = {MDPI},
  publisher = {MDPI},
  author = {Jamil, Muhammad and Kavak, Adnan and Fotouhi, Hossein and Rashed, Md. and Gezer, Emre and İnner, Alpaslan Burak and Srivastava, Gautam},
  doi = {},
  keywords = {Ultrasound segmentation; Multi-anatomical structure segmentation; Boundary-aware attention; Squeeze-and-excitation; ResNet-34; Cross-Scale Boundary Fusion; Kidney and spleen segmentation; Clinical decision support;},
  url = {},
}

JMIRS

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

Md. Rashed, Md Habibul Islam, Md. Imran Hossain, and 3 more authors

Journal of Medical Imaging and Radiation Sciences, 2026

DOI Bib PDF Code

@article{rashed2026jmirs,
  title = {SE-UNet: Spatial and Channel Refinement for Robust Multi-Anatomical Structure Segmentation in Abdominal Ultrasound (Under Review)},
  journal = {Journal of Medical Imaging and Radiation Sciences},
  pages = {},
  year = {2026},
  organization = {Elsevier},
  publisher = {Elsevier},
  author = {Rashed, Md. and Islam, Md Habibul and Hossain, Md. Imran and Hosain, Md. Sarwar and Ohidujjaman and Islam, Md. Zahidul},
  doi = {10.20944/preprints202607.1481.v1},
  keywords = {ultrasound segmentation;  multi-anatomical structure segmentation;  U-Net;  ResNet-34;  squeeze-and-excitation;  spatial attention;  dice–focal loss;  clinical decision support},
  url = {},
}

HTL

Trustworthy Deep Feature Extraction and Ensemble-Based Machine Learning Approach for Breast Cancer Detections

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 Detections},
  journal = {Healthcare Technology Letters},
  volume = {13},
  number = {1},
  pages = {e70062},
  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 Islam, Shayla},
  doi = {10.1049/htl2.70062},
  keywords = {breast cancer, deep learning, ensemble learning, machine learning, SVM, VGG-16},
  url = {https://doi.org/10.1049/htl2.70062},
  issn = {2053-3713}
}

PeerJ

HybridMVNet: A Hybrid MobileNet–VGG19 Ensemble Framework for Accurate Lung Nodule Classification

Md. Rashed, Muhammad Jamil, Adnan Kavak, and 3 more authors

PeerJ, 2026

DOI Bib PDF Code

@article{rashed2026PeerJ,
  title = {HybridMVNet: A Hybrid MobileNet–VGG19 Ensemble Framework for Accurate Lung Nodule Classification},
  journal = {PeerJ},
  volume = { },
  number = { },
  pages = { },
  year = {2026},
  organization = {Part of Taylor & Francis Group},
  publisher = {Part of Taylor & Francis Group},
  author = {Rashed, Md. and Jamil, Muhammad and Kavak, Adnan and Hossain, Md. Imran and Abadin, A F M Zainul and Islam, Md Zahidul},
  doi = {10.1049/htl2.70062},
  keywords = {lung Cancer, Lung Nodule Classification, Hybrid Deep Learning, MobileNet, VGG19},
  url = {},
  issn = {2167-8359}
}

2025

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},
}

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},
}

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},
}

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/},
}

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

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},
}

UCICS

RA-UNET: A deep learning approach for precise colorectal polyp segmentation

Md. Rakib Hossain, Md. Rashed, Md. Imran Hossain, and 2 more authors

In Undergraduate Conference on Intelligent Computing and Systems (UCICS 2025), 2025

DOI Bib PDF

@inproceedings{rashed2024ucics,
  title = {RA-UNET: A deep learning approach for precise colorectal polyp segmentation},
  booktitle = {Undergraduate Conference on Intelligent Computing and Systems (UCICS 2025)},
  pages = {},
  year = {2025},
  organization = {},
  author = {Hossain, Md. Rakib and Rashed, Md. and Hossain, Md. Imran and Mahdi, Akif and Shama, Sumayta},
  doi = {},
  url = {https://ucics.org/paper/RA-UNet%3A+A+Deep+Learning+Approach+for+Precise+Colorectal+Polyp+Segmentation},
}

UCICS

Continuous Cuffless Blood Pressure Monitoring with Deep-Learning Techniques Utilizing PPG and ECG Features

Mitu Rani Kundu, Md. Rashed, Md. Imran Hossain, and 2 more authors

In Undergraduate Conference on Intelligent Computing and Systems (UCICS 2025), 2025

DOI Bib PDF

@inproceedings{rashedulislam2024ucics,
  title = {Continuous Cuffless Blood Pressure Monitoring with Deep-Learning Techniques Utilizing PPG and ECG Features},
  booktitle = {Undergraduate Conference on Intelligent Computing and Systems (UCICS 2025)},
  pages = {},
  year = {2025},
  organization = {},
  author = {Kundu, Mitu Rani and Rashed, Md. and Hossain, Md. Imran and Rahim, Md. Abdur and Shama, Sumayta},
  doi = {},
  url = {https://ucics.org/paper/Continuous+Cuffless+Blood+Pressure+Monitoring+with+Deep-Learning+Techniques+Utilizing+PPG+and+ECG+Features},
}

2024

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},
}

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},
}

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},
}