Ishrak Jahan Ratul

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Publications

Citations

250

H-Index

Active since

2022

Affiliations

Islamic University of Technology(Current)

Ishrak Jahan Ratul is an author at Islamic University of Technology specializing in machine learning prediction models, computing, and machine learning.

ORCID

Publications per year

2022–2025

Publications

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 · 130 citations · Full text

Computing, Computer Science, Data Science +17

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 · 47 citations

Computing, Computer Science, Preventive Medicine +17

Analyzing Perceived Psychological and Social Stress of University Students: A Machine Learning Approach

Ishrak Jahan Ratul, Mirza Muntasir Nishat, Fahim Faisal et al. · Heliyon · 2023 · 38 citations · Full text

Computing, Behavioral Sciences, Psychology +13

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 · 23 citations · Full text

Computing, Computer Science, Hematology +15

Accelerating Deep Learning Inference: A Comparative Analysis of Modern Acceleration Frameworks

Ishrak Jahan Ratul, Yuxiao Zhou, Kecheng Yang · Electronics · 2025 · 12 citations · Full text

Computing, Computer Science, High-performance Computing +17

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