COVID-19 Detection Using Deep Learning Algorithm on Chest X-ray Images
Akter, Shamima, Shamrat, F. M. Javed Mehedi, Chakraborty, Sovon, Karim, Asif, Azam, Sami
Published in Biology (Basel, Switzerland) (13.11.2021)
Published in Biology (Basel, Switzerland) (13.11.2021)
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Journal Article
Efficient Prediction of Cardiovascular Disease Using Machine Learning Algorithms With Relief and LASSO Feature Selection Techniques
Ghosh, Pronab, Azam, Sami, Jonkman, Mirjam, Karim, Asif, Shamrat, F. M. Javed Mehedi, Ignatious, Eva, Shultana, Shahana, Beeravolu, Abhijith Reddy, De Boer, Friso
Published in IEEE access (2021)
Published in IEEE access (2021)
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Journal Article
AlzheimerNet: An Effective Deep Learning based Proposition for Alzheimer's Disease Stages Classification from Functional Brain Changes in Magnetic Resonance Images
Shamrat, F.M. Javed Mehedi, Akter, Shamima, Azam, Sami, Karim, Asif, Ghosh, Pronab, Tasnim, Zarrin, Hasib, Khan Md, De Boer, Friso, Ahmed, Kawsar
Published in IEEE access (01.01.2023)
Published in IEEE access (01.01.2023)
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Journal Article
LungNet22: A Fine-Tuned Model for Multiclass Classification and Prediction of Lung Disease Using X-ray Images
Shamrat, F M Javed Mehedi, Azam, Sami, Karim, Asif, Islam, Rakibul, Tasnim, Zarrin, Ghosh, Pronab, De Boer, Friso
Published in Journal of personalized medicine (24.04.2022)
Published in Journal of personalized medicine (24.04.2022)
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Journal Article
BOO-ST and CBCEC: two novel hybrid machine learning methods aim to reduce the mortality of heart failure patients
Sutradhar, Ananda, Al Rafi, Mustahsin, Shamrat, F M Javed Mehedi, Ghosh, Pronab, Das, Subrata, Islam, Md Anaytul, Ahmed, Kawsar, Zhou, Xujuan, Azad, A. K. M., Alyami, Salem A., Moni, Mohammad Ali
Published in Scientific reports (18.12.2023)
Published in Scientific reports (18.12.2023)
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Journal Article
SkinNet-16: A deep learning approach to identify benign and malignant skin lesions
Ghosh, Pronab, Azam, Sami, Quadir, Ryana, Karim, Asif, Shamrat, F. M. Javed Mehedi, Bhowmik, Shohag Kumar, Jonkman, Mirjam, Hasib, Khan Md, Ahmed, Kawsar
Published in Frontiers in oncology (08.08.2022)
Published in Frontiers in oncology (08.08.2022)
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Journal Article
MCNN-LSTM: Combining CNN and LSTM to Classify Multi-Class Text in Imbalanced News Data
Hasib, Khan Md, Azam, Sami, Karim, Asif, Marouf, Ahmed Al, Shamrat, F.M. Javed Mehedi, Montaha, Sidratul, Yeo, Kheng Cher, Jonkman, Mirjam, Alhajj, Reda, Rokne, Jon G.
Published in IEEE access (01.01.2023)
Published in IEEE access (01.01.2023)
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Journal Article
Early Prediction of Chronic Kidney Disease: A Comprehensive Performance Analysis of Deep Learning Models
Mondol, Chaity, Shamrat, F. M. Javed Mehedi, Hasan, Md. Robiul, Alam, Saidul, Ghosh, Pronab, Tasnim, Zarrin, Ahmed, Kawsar, Bui, Francis M, Ibrahim, Sobhy M
Published in Algorithms (01.08.2022)
Published in Algorithms (01.08.2022)
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Journal Article
Advancing thyroid care: An accurate trustworthy diagnostics system with interpretable AI and hybrid machine learning techniques
Sutradhar, Ananda, Akter, Sharmin, Shamrat, F M Javed Mehedi, Ghosh, Pronab, Zhou, Xujuan, Idris, Mohd Yamani Idna Bin, Ahmed, Kawsar, Moni, Mohammad Ali
Published in Heliyon (15.09.2024)
Published in Heliyon (15.09.2024)
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Journal Article
Development of a multi-fusion convolutional neural network (MF-CNN) for enhanced gastrointestinal disease diagnosis in endoscopy image analysis
Hossain, Tanzim, Shamrat, F M Javed Mehedi, Zhou, Xujuan, Mahmud, Imran, Mazumder, Md Sakib Ali, Sharmin, Sharmin, Gururajan, Raj
Published in PeerJ. Computer science (19.04.2024)
Published in PeerJ. Computer science (19.04.2024)
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Journal Article
Advances in Artificial Intelligence and Blockchain Technologies for Early Detection of Human Diseases
Shammi, Shumaiya Akter, Ghosh, Pronab, Sutradhar, Ananda, Shamrat, F M Javed Mehedi, Moni, Mohammad Ali, Oliveira, Thiago Eustaquio Alves de
Published in IEEE transactions on computational social systems (24.09.2024)
Published in IEEE transactions on computational social systems (24.09.2024)
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Journal Article
Internet of things based electrocardiogram monitoring system using machine learning algorithm
Rahaman, Md. Obaidur, Mehedi Shamrat, F. M. Javed, Abul Kashem, Mohammod, Fahmida Akter, Most, Chakraborty, Sovon, Ahmed, Marzia, Mustary, Shobnom
Published in International journal of electrical and computer engineering (Malacca, Malacca) (01.08.2022)
Published in International journal of electrical and computer engineering (Malacca, Malacca) (01.08.2022)
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Journal Article
PollenNet: A novel architecture for high precision pollen grain classification through deep learning and explainable AI
Shamrat, F M Javed Mehedi, Idna Idris, Mohd Yamani, Zhou, Xujuan, Khalid, Majdi, Sharmin, Sharmin, Sharmin, Zeseya, Ahmed, Kawsar, Moni, Mohammad Ali
Published in Heliyon (15.10.2024)
Published in Heliyon (15.10.2024)
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Journal Article
An advanced deep neural network for fundus image analysis and enhancing diabetic retinopathy detection
Mehedi Shamrat, F M Javed, Shakil, Rashiduzzaman, Sharmin, Hoque ovy, Nazmul, Akter, Bonna, Ahmed, Md Zunayed, Ahmed, Kawsar, Bui, Francis M., Moni, Mohammad Ali
Published in Healthcare analytics (New York, N.Y.) (01.06.2024)
Published in Healthcare analytics (New York, N.Y.) (01.06.2024)
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Journal Article
Bearing Fault Detection based on Internet of Things using Convolutional Neural Network
Chakraborty, Sovon, Shamrat, F. M. Javed Mehedi, Ahammad, Rasel, Billah, Md. Masum, Kabir, Moumita, Hosen, Md Rabbani
Published in International journal of advanced computer science & applications (2022)
Published in International journal of advanced computer science & applications (2022)
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