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 (BDIoT, 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 (ICACDS (2), 2019)

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 (ICCDE, 2020)

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)

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)

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)

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)

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, 2023)

DRDnet22: Advanced convolutional techniques for early diabetic retinopathy detection in retinal images. - Md. Sakib Ali Mazumder; F. M. Javed Mehedi Shamrat; Imran Mahmud; Sharmin Sharmin; Tanzim Hossain; Ekramul Kabir Biplab (ICCCNT, 2024)

A Dynamic Selection Hybrid Model for Advancing Thyroid Care With BOO-ST Balancing Method. - Majdi Khalid; F. M. Javed Mehedi Shamrat; Hanan Alshanbari; Majed Farrash; Thamir M. Qadah (IEEE Access, 2024)

Development of a multi-fusion convolutional neural network (MF-CNN) for enhanced gastrointestinal disease diagnosis in endoscopy image analysis. - Tanzim Hossain; F. M. Javed Mehedi Shamrat; Xujuan Zhou; Imran Mahmud; Md. Sakib Ali Mazumder; Sharmin Sharmin; Raj Gururajan (PeerJ Comput. Sci., 2024)

Challenges issues and future recommendations of deep learning techniques for SARS-CoV-2 detection utilising X-ray and CT images: a comprehensive review. - 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 (PeerJ Comput. Sci., 2024)

An Intelligent Thyroid Diagnosis System Utilizing Multiple Ensemble and Explainable Algorithms With Medical Supported Attributes. - 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 001; Mohammad Ali Moni (IEEE Trans. Artif. Intell., 2024)

DPA-HairNet: A Dual Encoder Attention Based Network for Hair Artifact Removal in Dermoscopic Images. - F. M. Javed Mehedi Shamrat; Mohd Yamani Idna Bin Idris; Chowdhury Forhadul Karim; Xujuan Zhou; Raj Gururajan (IEEE Access, 2025)

An explainable multi-objective hybrid machine learning model for reducing heart failure mortality. - F. M. Javed Mehedi Shamrat; Majdi Khalid; Thamir M. Qadah; Majed Farrash; Hanan Alshanbari (PeerJ Comput. Sci., 2025)

Advances in Artificial Intelligence and Blockchain Technologies for Early Detection of Human Diseases. - Shumaiya Akter Shammi; Pronab Ghosh; Ananda Sutradhar; F. M. Javed Mehedi Shamrat; Mohammad Ali Moni; Thiago Eustaquio Alves de Oliveira (IEEE Trans. Comput. Soc. Syst., 2025)