Abrar Mohammad Ar-Rafi

A Comprehensive Investigation of the Performances of Different Machine Learning Classifiers with SMOTE-ENN Oversampling Technique and Hyperparameter Optimization for Imbalanced Heart Failure Dataset

Mirza Muntasir Nishat, Fahim Faisal, Ishrak Jahan Ratul et al. · Scientific Programming · 2022 · 126 citations · Full text

Heart Failure, Engineering, Machine Learning +28

Early risk prediction of cervical cancer: A machine learning approach

Ishrak Jahan Ratul, Abdullah Al-Monsur, Bushra Tabassum et al. · 2022 19th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON) · 2022 · 46 citations

Engineering, Machine Learning, Machine Learning Tool +23

Covid-EnsembleNet: An Ensemble Based Approach for Detecting Covid-19 by utilising Chest X-ray Images

Abdullah Al-Monsur, Md Rizwanul Kabir, Abrar Mohammad Ar-Rafi et al. · 2022 IEEE World AI IoT Congress (AIIoT) · 2022 · 24 citations

Convolutional Neural Network, Engineering, Machine Learning +21

Survival Prediction of Children Undergoing Hematopoietic Stem Cell Transplantation Using Different Machine Learning Classifiers by Performing Chi-Square Test and Hyperparameter Optimization: A Retrospective Analysis

Ishrak Jahan Ratul, Ummay Habiba Wani, Mirza Muntasir Nishat et al. · Computational and Mathematical Methods in Medicine · 2022 · 21 citations · Full text

Chi-square Test, Engineering, Machine Learning +18