F. M. Javed Mehedi Shamrat

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 11

Top Topics

Learning Models

Multiclass Classification

Machine Learning Algorithms

Top Venues

Comput. Biol. Medicine

Publications

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 (2024)
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) (2024)
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 (2024)
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 (2023)
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 (2023)
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 (2023)
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) (2022)
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 (2021)
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)
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)
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)