WANT A PROFILE LIKE THIS?
Create my FREE Plan Or learn about other options
F M Javed Mehedi Shamrat
PeerJ Author & Reviewer
65 Points

Contributions by role

Reviewer 65

Contributions by subject area

Bioinformatics
Algorithms and Analysis of Algorithms
Optimization Theory and Computation
Social Computing
Artificial Intelligence
Data Mining and Machine Learning
Data Science
Cardiology

F M Javed Mehedi Shamrat

PeerJ Author & Reviewer

Summary

F M Javed Mehedi Shamrat (Member, IEEE)} is currently pursuing the Master of Computer Science in the Department of Computer System and Technology at the Universiti Malaya, Kuala Lumpur, Malaysia. He previously served as a Graduate Research Assistant (GRA) in the same Department at Universiti Malaya. Before that, he was a Research Associate at Daffodil International University (DIU), where he also completed his BSc in the Department of Software Engineering. Additionally, he worked as a lecturer in the Department of Computer Science and Engineering at the European University of Bangladesh. He has been recognized with the Best Student Research award from DIU and is ranked among the top 3% of researchers in Bangladesh on the AD Science Index. He has more than 70 publications in IEEE, Springer, Elsevier, and PubMed-indexed journals. His primary research interest includes the intersection of deep learning, data science, image processing, neural networks, artificial intelligence, bioinformatics, and machine learning. He is also an associate member of the Bangladesh Computer Society.

Algorithms & Analysis of Algorithms Bioinformatics Optimization Theory & Computation Social Computing

Past or current institution affiliations

Universiti Malaya
University of Malaya

Work details

Master of Computer Science

University of Malaya

Websites

  • Google Scholar
  • Academia
  • PubMed Search

PeerJ Contributions

  • Articles 3
February 25, 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
https://doi.org/10.7717/peerj-cs.2682
December 24, 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
https://doi.org/10.7717/peerj-cs.2517
April 19, 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
https://doi.org/10.7717/peerj-cs.1950