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ORCIDF. M. Javed Mehedi Shamrat
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2020 – today
- 2025
[j13]F. M. Javed Mehedi Shamrat
, Mohd Yamani Idna Bin Idris, Chowdhury Forhadul Karim, Xujuan Zhou, Raj Gururajan:
DPA-HairNet: A Dual Encoder Attention Based Network for Hair Artifact Removal in Dermoscopic Images. IEEE Access 13: 118185-118211 (2025)- [j12]F. M. Javed Mehedi Shamrat, Tariqul Islam, Xujuan Zhou, Mohd Yamani Idna Bin Idris, Pronab Ghosh, Md. Shofiqul Islam, Rashiduzzaman Shakil, Ananda Sutradhar, Kawsar Ahmed, Raj Gururajan:
MammoSegNet: a convolutional network analysis for segmenting tumor tissue masses in digital mammograms of breast cancer patients. Neural Comput. Appl. 37(32): 26437-26484 (2025) - [j11]F. M. Javed Mehedi Shamrat, Majdi Khalid, Thamir M. Qadah, Majed Farrash, Hanan Alshanbari:
An explainable multi-objective hybrid machine learning model for reducing heart failure mortality. PeerJ Comput. Sci. 11: e2682 (2025) - [j10]Shumaiya Akter Shammi, Pronab Ghosh, Ananda Sutradhar, F. M. Javed Mehedi Shamrat, Mohammad Ali Moni, Thiago Eustaquio Alves de Oliveira:
Advances in Artificial Intelligence and Blockchain Technologies for Early Detection of Human Diseases. IEEE Trans. Comput. Soc. Syst. 12(1): 210-237 (2025) - 2024
- [j9]Majdi Khalid, F. M. Javed Mehedi Shamrat, Hanan Alshanbari, Majed Farrash, Thamir M. Qadah:
A Dynamic Selection Hybrid Model for Advancing Thyroid Care With BOO-ST Balancing Method. IEEE Access 12: 78641-78656 (2024) - [j8]Tanzim Hossain, F. M. Javed Mehedi Shamrat, Xujuan Zhou, Imran Mahmud, Md. Sakib Ali Mazumder, Sharmin Sharmin, Raj Gururajan:
Development of a multi-fusion convolutional neural network (MF-CNN) for enhanced gastrointestinal disease diagnosis in endoscopy image analysis. PeerJ Comput. Sci. 10: e1950 (2024) - [j7]Md. Shofiqul Islam, Fahmid Al Farid, F. M. Javed Mehedi Shamrat, Md Nahidul Islam, Mamunur Rashid, Bifta Sama Bari, Junaidi Abdullah, Muhammad Nazrul Islam, Md. Akhtaruzzaman, Muhammad Nomani Kabir, Sarina Mansor, Hezerul Abdul Karim:
Challenges issues and future recommendations of deep learning techniques for SARS-CoV-2 detection utilising X-ray and CT images: a comprehensive review. PeerJ Comput. Sci. 10: e2517 (2024) - [j6]Ananda Sutradhar, Mustahsin Al Rafi, Pronab Ghosh, F. M. Javed Mehedi Shamrat, Md. Moniruzzaman, Kawsar Ahmed, A. K. M. Azad, Francis M. Bui, Li Chen, Mohammad Ali Moni:
An Intelligent Thyroid Diagnosis System Utilizing Multiple Ensemble and Explainable Algorithms With Medical Supported Attributes. IEEE Trans. Artif. Intell. 5(6): 2840-2855 (2024) - [c4]Md. Sakib Ali Mazumder, F. M. Javed Mehedi Shamrat, Imran Mahmud, Sharmin Sharmin, Tanzim Hossain, Ekramul Kabir Biplab:
DRDnet22: Advanced convolutional techniques for early diabetic retinopathy detection in retinal images. ICCCNT 2024: 1-6 - 2023
- [j5]F. M. Javed Mehedi Shamrat, Shamima Akter, Sami Azam, Asif Karim, Pronab Ghosh, Zarrin Tasnim, Khan Md. Hasib, Friso De Boer, Kawsar Ahmed:
AlzheimerNet: An Effective Deep Learning Based Proposition for Alzheimer's Disease Stages Classification From Functional Brain Changes in Magnetic Resonance Images. IEEE Access 11: 16376-16395 (2023) - [j4]Khan Md. Hasib, Sami Azam, Asif Karim, Ahmed Al Marouf, F. M. Javed Mehedi Shamrat, Sidratul Montaha, Kheng Cher Yeo, Mirjam Jonkman, Reda Alhajj, Jon G. Rokne:
MCNN-LSTM: Combining CNN and LSTM to Classify Multi-Class Text in Imbalanced News Data. IEEE Access 11: 93048-93063 (2023) - [j3]F. M. Javed Mehedi Shamrat, Sami Azam, Asif Karim, Kawsar Ahmed, Francis M. Bui, Friso De Boer:
High-precision multiclass classification of lung disease through customized MobileNetV2 from chest X-ray images. Comput. Biol. Medicine 155: 106646 (2023) - 2022
- [j2]Chaity Mondol, F. M. Javed Mehedi Shamrat, Md. Robiul Hasan, Saidul Alam, Pronab Ghosh, Zarrin Tasnim, Kawsar Ahmed, Francis M. Bui, Sobhy M. Ibrahim:
Early Prediction of Chronic Kidney Disease: A Comprehensive Performance Analysis of Deep Learning Models. Algorithms 15(9): 308 (2022) - 2021
- [j1]Pronab Ghosh, Sami Azam, Mirjam Jonkman, Asif Karim, F. M. Javed Mehedi Shamrat, Eva Ignatious, Shahana Shultana, Abhijith Reddy Beeravolu, Friso De Boer:
Efficient Prediction of Cardiovascular Disease Using Machine Learning Algorithms With Relief and LASSO Feature Selection Techniques. IEEE Access 9: 19304-19326 (2021) - 2020
- [c3]Md. Razu Ahmed, Md. Asraf Ali, Nasim Ahmed, Md. Fahad Bin Zamal, F. M. Javed Mehedi Shamrat:
The Impact of Software Fault Prediction in Real-World Application: An Automated Approach for Software Engineering. ICCDE 2020: 247-251
2010 – 2019
- 2019
- [c2]F. M. Javed Mehedi Shamrat, Zarrin Tasnim, Naimul Islam Nobel, Md. Razu Ahmed:
An Automated Embedded Detection and Alarm System for Preventing Accidents of Passengers Vessel due to Overweight. BDIoT 2019 - [c1]F. M. Javed Mehedi Shamrat, Shaikh Muhammad Allayear, Md. Farhad Alam, Md. Ismail Jabiullah, Md. Razu Ahmed:
A Smart Embedded System Model for the AC Automation with Temperature Prediction. ICACDS (2) 2019: 343-355
Coauthor Index
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