F M Javed Mehedi Shamrat
F M Javed Mehedi Shamrat
Master of Computer Science, Universiti Malaya, Kuala Lumpur, Malaysia
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Efficient prediction of cardiovascular disease using machine learning algorithms with relief and LASSO feature selection techniques
P Ghosh, S Azam, M Jonkman, A Karim, FMJM Shamrat, E Ignatious, ...
IEEE Access 9, 19304-19326, 2021
Sentiment analysis on twitter tweets about COVID-19 vaccines using NLP and supervised KNN classification algorithm
F Shamrat, S Chakraborty, MM Imran, JN Muna, MM Billah, P Das, ...
Indonesian Journal of Electrical Engineering and Computer Science 23 (1 …, 2021
COVID-19 Detection Using Deep Learning Algorithm on Chest X-ray Images
S Akter, FMJM Shamrat, S Chakraborty, A Karim, S Azam
Biology 10 (11), 2021
Optimization of prediction method of chronic kidney disease using machine learning algorithm
P Ghosh, FMJM Shamrat, S Shultana, S Afrin, AA Anjum, AA Khan
2020 15th international joint symposium on artificial intelligence and …, 2020
Implementation of an intelligent online job portal using machine learning algorithms
Z Tasnim, FM Javed Mehedi Shamrat, SM Allayear, K Ahmed, NI Nobel
Emerging Technologies in Data Mining and Information Security: Proceedings …, 2021
High-precision multiclass classification of lung disease through customized MobileNetV2 from chest X-ray images
FMJM Shamrat, S Azam, A Karim, K Ahmed, FM Bui, F De Boer
Computers in Biology and Medicine 155, 106646, 2023
An analysis on breast disease prediction using machine learning approaches
FMJM Shamrat, MA Raihan, AKMS Rahman, I Mahmud, R Akter
International Journal of Scientific & Technology Research 9 (02), 2450-2455, 2020
Deep Learning Predictive Model for Colon Cancer Patient using CNN-based Classification
Z Tasnim, FMJM Shamrat, MM Billah, S Chakraborty, AN Chowdhury, ...
International Journal of Advanced Computer Science and Applications (IJACSA …, 2021
LungNet22: a fine-tuned model for multiclass classification and prediction of lung disease using X-ray images
FMJM Shamrat, S Azam, A Karim, R Islam, Z Tasnim, P Ghosh, F De Boer
Journal of Personalized Medicine 12 (5), 680, 2022
Comparative Analysis to identify the best Classifier for Parkinson Prediction
FMJM Shamrat, SK Bhowmik, Z Sultana, A Hossain, M Amina, S Thapa
2nd International Conference on Smart Electronics and Communication (ICOSEC …, 2021
Implementation of deep learning methods to identify rotten fruits
S Chakraborty, FMJM Shamrat, MM Billah, M Al Jubair, M Alauddin, ...
2021 5th international conference on trends in electronics and informatics …, 2021
AlzheimerNet: An effective deep learning based proposition for alzheimer’s disease stages classification from functional brain changes in magnetic resonance images
FMJM Shamrat, S Akter, S Azam, A Karim, P Ghosh, Z Tasnim, KM Hasib, ...
IEEE Access 11, 16376-16395, 2023
Implementation of machine learning algorithms to detect the prognosis rate of kidney disease
FMJM Shamrat, P Ghosh, MH Sadek, MA Kazi, S Shultana
2020 IEEE International Conference for Innovation in Technology (INOCON), 1-7, 2020
Face Mask Detection using Convolutional Neural Network (CNN) to reduce the spread of Covid-19
FMJM Shamrat, MM Billah, MS Islam, S Chakraborty, M Al Jubair, ...
2021 5th International Conference on Trends in Electronics and Informatics …, 2021
Supervised machine learning based liver disease prediction approach with LASSO feature selection
S Afrin, FMJM Shamrat, TI Nibir, MF Muntasim, MS Moharram, MM Imran, ...
Bulletin of Electrical Engineering and Informatics 10 (6), 3369-3376, 2021
Performance evaluation among id3, c4. 5, and cart decision tree algorithm
FM Javed Mehedi Shamrat, R Ranjan, KM Hasib, A Yadav, AH Siddique
Pervasive Computing and Social Networking: Proceedings of ICPCSN 2021, 127-142, 2022
Personalization of job circular announcement to applicants using decision tree classification algorithm
FMJM Shamrat, Z Tasnim, P Ghosh, A Majumder, MZ Hasan
2020 IEEE International Conference for Innovation in Technology (INOCON), 1-5, 2020
A web based application for agriculture:“Smart Farming System
F Shamrat, M Asaduzzaman, P Ghosh, MD Sultan, Z Tasnim
International Journal of Emerging Trends in Engineering Research 8 (06), 2020
Bangla numerical sign language recognition using convolutional neural networks
FJM Shamrat, S Chakraborty, MM Billah, M Kabir, NS Shadin, S Sanjana
Indonesian Journal of Electrical Engineering and Computer Science 23 (1 …, 2021
SkinNet-16: A deep learning approach to identify benign and malignant skin lesions
P Ghosh, S Azam, R Quadir, A Karim, FMJM Shamrat, SK Bhowmik, ...
Frontiers in Oncology 12, 931141, 2022
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