F. M. Javed Mehedi Shamrat

According to our database, F. M. Javed Mehedi Shamrat authored at least 8 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

High-precision multiclass classification of lung disease through customized MobileNetV2 from chest X-ray images.

F. M. Javed Mehedi Shamrat, Sami Azam, Asif Karim, Kawsar Ahmed, Francis M. Bui, Friso De Boer

Comput. Biol. Medicine, March, 2023

AlzheimerNet: An Effective Deep Learning Based Proposition for Alzheimer's Disease Stages Classification From Functional Brain Changes in Magnetic Resonance Images.

F. M. Javed Mehedi Shamrat, Shamima Akter, Sami Azam, Asif Karim, Pronab Ghosh, Zarrin Tasnim, Khan Md. Hasib, Friso De Boer, Kawsar Ahmed

IEEE Access, 2023

MCNN-LSTM: Combining CNN and LSTM to Classify Multi-Class Text in Imbalanced News Data.

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

IEEE Access, 2023

2022

Early Prediction of Chronic Kidney Disease: A Comprehensive Performance Analysis of Deep Learning Models.

Chaity Mondol, F. M. Javed Mehedi Shamrat, Md. Robiul Hasan, Saidul Alam, Pronab Ghosh, Zarrin Tasnim, Kawsar Ahmed, Francis M. Bui, Sobhy M. Ibrahim

Algorithms, 2022

2021

Efficient Prediction of Cardiovascular Disease Using Machine Learning Algorithms With Relief and LASSO Feature Selection Techniques.

Pronab Ghosh, Sami Azam, Mirjam Jonkman, Asif Karim, F. M. Javed Mehedi Shamrat, Eva Ignatious, Shahana Shultana, Abhijith Reddy Beeravolu, Friso De Boer

IEEE Access, 2021

2020

The Impact of Software Fault Prediction in Real-World Application: An Automated Approach for Software Engineering.

Md. Razu Ahmed, Md. Asraf Ali, Nasim Ahmed, Md. Fahad Bin Zamal, F. M. Javed Mehedi Shamrat

Proceedings of the ICCDE 2020: The 6th International Conference on Computing and Data Engineering, 2020

2019

A Smart Embedded System Model for the AC Automation with Temperature Prediction.

F. M. Javed Mehedi Shamrat, Shaikh Muhammad Allayear, Md. Farhad Alam, Md. Ismail Jabiullah, Md. Razu Ahmed

Proceedings of the Advances in Computing and Data Sciences, 2019

An Automated Embedded Detection and Alarm System for Preventing Accidents of Passengers Vessel due to Overweight.

F. M. Javed Mehedi Shamrat, Zarrin Tasnim, Naimul Islam Nobel, Md. Razu Ahmed

Proceedings of the BDIoT'19: The 4th International Conference On Big Data and Internet of Things, 2019