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

Polni tekst

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

Polni tekst

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

Polni tekst

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

Polni tekst

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

Polni tekst

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

Polni tekst

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

Polni tekst

Efficient Prediction of Cardiovascular Disease Using Machine Learning Algorithms With Relief and LASSO Feature Selection Techniques od Pronab Ghosh, Sami Azam, Mirjam Jonkman, Asif Karim, F. M. Javed Mehedi Shamrat, Eva Ignatious, Shahana Shultana, Abhijith Reddy Beeravolu, Friso De Boer

Polni tekst

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

Polni tekst

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

Polni tekst

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

Polni tekst

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

Polni tekst

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

Polni tekst

BOO-ST and CBCEC: two novel hybrid machine learning methods aim to reduce the mortality of heart failure patients od 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

Polni tekst

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

Polni tekst