Safiul Haque Chowdhury

Explainability enhanced liver disease diagnosis technique using tree selection and stacking ensemble-based random forest model

Mohammad Mamun, Safiul Haque Chowdhury, Muhammad Minoar Hossain et al. · Informatics and Health · 2025 · 41 citations · Full text

Computing, Computer Science, Health Informatics +17

An Ensemble Approach for Artificial Neural Network-Based Liver Disease Identification from Optimal Features through Hybrid Modeling Integrated with Advanced Explainable AI

Safiul Haque Chowdhury, Mohammad Mamun, Md. Tanvir Ahmed Shaikat et al. · Medinformatics · 2025 · 24 citations · Full text

Computing, Biomedical Engineering, Computer Science +17

A Secure Bank Loan Prediction System by Bridging Differential Privacy and Explainable Machine Learning

Muhammad Minoar Hossain, Mohammad Saiful Islam Mamun, Arslan Munir et al. · Electronics · 2025 · 17 citations · Full text

Computing, Cybersecurity, Data Science +17

Hepatitis C Detection from Blood Donor Data Using Hybrid Deep Feature Synthesis and Interpretable Machine Learning

Safiul Haque Chowdhury, Mohammed Ibrahim Hussain, Md. Shafiul Alam Chowdhury et al. · 2025 · 11 citations

Computing, Computer Science, Data Science +17

A Transparent House Price Prediction Framework Using Ensemble Learning, Genetic Algorithm-Based Tuning, and ANOVA-Based Feature Analysis

Mohammed Ibrahim Hussain, Arslan Munir, Mohammad Saiful Islam Mamun et al. · FinTech · 2025 · 10 citations · Full text

Computing, Computer Science, Real Estate +17