COVID-19 Detection Using Deep Learning Algorithm on Chest X-ray Images by Shamima Akter, F. M. Javed Mehedi Shamrat, Sovon Chakraborty, Asif Karim, Sami Azam

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

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An explainable multi-objective hybrid machine learning model for reducing heart failure mortality by F M Javed Mehedi Shamrat, Majdi Khalid, Thamir M. Qadah, Majed Farrash, Hanan Alshanbari

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FruitSeg30_Segmentation dataset & mask annotations: A novel dataset for diverse fruit segmentation and classification by F.M. Javed Mehedi Shamrat, Rashiduzzaman Shakil, Mohd Yamani Idna Idris, Bonna Akter, Xujuan Zhou

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

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PollenNet: A novel architecture for high precision pollen grain classification through deep learning and explainable AI by F M Javed Mehedi Shamrat, Mohd Yamani Idna Idris, Xujuan Zhou, Majdi Khalid, Sharmin Sharmin, Zeseya Sharmin, Kawsar Ahmed, Mohammad Ali Moni

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SkinNet-16: A deep learning approach to identify benign and malignant skin lesions by Pronab Ghosh, Sami Azam, Ryana Quadir, Asif Karim, F. M. Javed Mehedi Shamrat, Shohag Kumar Bhowmik, Mirjam Jonkman, Khan Md. Hasib, Kawsar Ahmed

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AlzheimerNet: An Effective Deep Learning Based Proposition for Alzheimer’s Disease Stages Classification From Functional Brain Changes in Magnetic Resonance Images by F M Javed Mehedi Shamrat, Shamima Akter, Sami Azam, Asif Karim, Pronab Ghosh, Zarrin Tasnim, Khan Md. Hasib, Friso De Boer, Kawsar Ahmed

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Advancing thyroid care: An accurate trustworthy diagnostics system with interpretable AI and hybrid machine learning techniques by Ananda Sutradhar, Sharmin Akter, F M Javed Mehedi Shamrat, Pronab Ghosh, Xujuan Zhou, Mohd Yamani Idna Bin Idris, Kawsar Ahmed, Mohammad Ali Moni

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Early Prediction of Chronic Kidney Disease: A Comprehensive Performance Analysis of Deep Learning Models by Chaity Mondol, F. M. Javed Mehedi Shamrat, Md. Robiul Hasan, Saidul Alam, Pronab Ghosh, Zarrin Tasnim, Kawsar Ahmed, Francis M. Bui, Sobhy M. Ibrahim

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An advanced deep neural network for fundus image analysis and enhancing diabetic retinopathy detection by F M Javed Mehedi Shamrat, Rashiduzzaman Shakil, Sharmin, Nazmul Hoque ovy, Bonna Akter, Md Zunayed Ahmed, Kawsar Ahmed, Francis M. Bui, Mohammad Ali Moni

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MCNN-LSTM: Combining CNN and LSTM to Classify Multi-Class Text in Imbalanced News Data by 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

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BOO-ST and CBCEC: two novel hybrid machine learning methods aim to reduce the mortality of heart failure patients by Ananda Sutradhar, Mustahsin Al Rafi, F M Javed Mehedi Shamrat, Pronab Ghosh, Subrata Das, Md Anaytul Islam, Kawsar Ahmed, Xujuan Zhou, A. K. M. Azad, Salem A. Alyami, Mohammad Ali Moni

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Challenges issues and future recommendations of deep learning techniques for SARS-CoV-2 detection utilising X-ray and CT images: a comprehensive review by 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

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