F. M. Javed Mehedi Shamrat

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

Pronab Ghosh, Sami Azam, Mirjam Jonkman et al. · IEEE Access · 2021 · 553 citations · Full text

Stat Log, Engineering, Machine Learning +23

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 et al. · IEEE Access · 2023 · 170 citations · Full text

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

F. M. Javed Mehedi Shamrat, Sami Azam, Asif Karim et al. · Computers in Biology and Medicine · 2023 · 164 citations · Full text

Engineering, Machine Learning, Diagnostic Imaging +20

COVID-19 Detection Using Deep Learning Algorithm on Chest X-ray Images

Shamima Akter, F. M. Javed Mehedi Shamrat, Sovon Chakraborty et al. · Biology · 2021 · 148 citations · Full text

Convolutional Neural Network, Medical Image Segmentation, Engineering +20

Sentiment analysis on twitter tweets about COVID-19 vaccines usi ng NLP and supervised KNN classification algorithm

F. M. Javed Mehedi Shamrat, Sovon Chakraborty, Mubashir Imran et al. · Indonesian Journal of Electrical Engineering and Computer Science · 2021 · 123 citations · Full text

Engineering, Social Medium Monitoring, Knn Classification Algorithm +19