F. M. Javed Mehedi Shamrat

18 papers Misc 1Journal 13Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
Advances in Artificial Intelligence and Blockchain Technologies for Early Detection of Human Diseases.
IEEE Trans. Comput. Soc. Syst.
Shumaiya Akter Shammi, Pronab Ghosh, Ananda Sutradhar, F. M. Javed Mehedi Shamrat, Mohammad Ali Moni, Thiago Eustaquio Alves de Oliveira
2025 J jnl
An explainable multi-objective hybrid machine learning model for reducing heart failure mortality.
PeerJ Comput. Sci.
F. M. Javed Mehedi Shamrat, Majdi Khalid, Thamir M. Qadah, Majed Farrash, Hanan Alshanbari
2025 J jnl
DPA-HairNet: A Dual Encoder Attention Based Network for Hair Artifact Removal in Dermoscopic Images.
IEEE Access
F. M. Javed Mehedi Shamrat, Mohd Yamani Idna Bin Idris, Chowdhury Forhadul Karim, Xujuan Zhou, Raj Gururajan
2025 Misc conf
LightSkinNet: Lightweight CNN with Attention for Accurate, Mobile-Efficient Multiclass Skin Lesion Classification.
AusDM
F. M. Javed Mehedi Shamrat, Xujuan Zhou, Mohd Yamani Idna Bin Idris, Raj Gururajan, Ka Ching Chan
2025 J jnl
MammoSegNet: a convolutional network analysis for segmenting tumor tissue masses in digital mammograms of breast cancer patients.
Neural Comput. Appl.
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
2024 J jnl
A Dynamic Selection Hybrid Model for Advancing Thyroid Care With BOO-ST Balancing Method.
IEEE Access
Majdi Khalid, F. M. Javed Mehedi Shamrat, Hanan Alshanbari, Majed Farrash, Thamir M. Qadah
2024 J jnl
An Intelligent Thyroid Diagnosis System Utilizing Multiple Ensemble and Explainable Algorithms With Medical Supported Attributes.
IEEE Trans. Artif. Intell.
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
2024 J jnl
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.
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
2024 — conf
DRDnet22: Advanced convolutional techniques for early diabetic retinopathy detection in retinal images.
ICCCNT
Md. Sakib Ali Mazumder, F. M. Javed Mehedi Shamrat, Imran Mahmud, Sharmin Sharmin, Tanzim Hossain, Ekramul Kabir Biplab
2024 J jnl
Development of a multi-fusion convolutional neural network (MF-CNN) for enhanced gastrointestinal disease diagnosis in endoscopy image analysis.
PeerJ Comput. Sci.
Tanzim Hossain, F. M. Javed Mehedi Shamrat, Xujuan Zhou, Imran Mahmud, Md. Sakib Ali Mazumder, Sharmin Sharmin, Raj Gururajan
2023 J jnl
AlzheimerNet: An Effective Deep Learning Based Proposition for Alzheimer's Disease Stages Classification From Functional Brain Changes in Magnetic Resonance Images.
IEEE Access
F. M. Javed Mehedi Shamrat, Shamima Akter, Sami Azam, Asif Karim, Pronab Ghosh, Zarrin Tasnim, Khan Md. Hasib, Friso De Boer, Kawsar Ahmed
2023 J jnl
High-precision multiclass classification of lung disease through customized MobileNetV2 from chest X-ray images.
Comput. Biol. Medicine
F. M. Javed Mehedi Shamrat, Sami Azam, Asif Karim, Kawsar Ahmed, Francis M. Bui, Friso De Boer
2023 J jnl
MCNN-LSTM: Combining CNN and LSTM to Classify Multi-Class Text in Imbalanced News Data.
IEEE Access
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
2022 J jnl
Early Prediction of Chronic Kidney Disease: A Comprehensive Performance Analysis of Deep Learning Models.
Algorithms
Chaity Mondol, F. M. Javed Mehedi Shamrat, Md. Robiul Hasan, Saidul Alam, Pronab Ghosh, Zarrin Tasnim, Kawsar Ahmed, Francis M. Bui, Sobhy M. Ibrahim
2021 J jnl
Efficient Prediction of Cardiovascular Disease Using Machine Learning Algorithms With Relief and LASSO Feature Selection Techniques.
IEEE Access
Pronab Ghosh, Sami Azam, Mirjam Jonkman, Asif Karim, F. M. Javed Mehedi Shamrat, Eva Ignatious, Shahana Shultana, Abhijith Reddy Beeravolu, Friso De Boer
2020 — conf
The Impact of Software Fault Prediction in Real-World Application: An Automated Approach for Software Engineering.
ICCDE
Md. Razu Ahmed, Md. Asraf Ali, Nasim Ahmed, Md. Fahad Bin Zamal, F. M. Javed Mehedi Shamrat
2019 — conf
A Smart Embedded System Model for the AC Automation with Temperature Prediction.
ICACDS (2)
F. M. Javed Mehedi Shamrat, Shaikh Muhammad Allayear, Md. Farhad Alam, Md. Ismail Jabiullah, Md. Razu Ahmed
2019 — conf
An Automated Embedded Detection and Alarm System for Preventing Accidents of Passengers Vessel due to Overweight.
BDIoT
F. M. Javed Mehedi Shamrat, Zarrin Tasnim, Naimul Islam Nobel, Md. Razu Ahmed