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Publications

Machine Learning-Enhanced SPR-Based Optical Biosensor for Cancer Cell Detection

Machine Learning-Enhanced SPR-Based Optical Biosensor for Cancer Cell Detection

Optics & Laser Technology (ELSEVIER) Volume 192, Part D, December 2025, 113796

Sep 11, 2025
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Performance analysis of classical and quantum support vector machines for diagnosis of chronic kidney disease

Performance analysis of classical and quantum support vector machines for diagnosis of chronic kidney disease

Informatics and Health Accepted 31 August 2025

Sep 11, 2025
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A Machine Learning Framework for Discriminating between ChatGPT and Web Search Results.

A Machine Learning Framework for Discriminating between ChatGPT and Web Search Results.

Statistics, Optimization and Information Computing Vol 14, August (2025)

Sep 15, 2025
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A Machine Learning Framework for Identifying Sources of AI-Generated Text

A Machine Learning Framework for Identifying Sources of AI-Generated Text

Statistics, Optimization and Information Computing Vol 13, May (2025) , pp 2186–2204. International Academic Press

Mar 24, 2026
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An Ensemble Approach for Artificial Neural Network-Based Liver Disease Identification from Optimal Features Through Hybrid Modeling Integrated with Advanced Explainable AI

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

Medinformatics 2025, Vol. 2(2) 107–119 Bon View Publishing Pte Ltd.

Mar 24, 2026
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Explainability enhanced liver disease diagnosis technique using tree selection and stacking ensemble-based random forest model

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

Informatics and Health Volume 2, Issue 1, March 2025, Pages 17-40 ScienceDirect

Mar 24, 2026
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Blood pressure abnormality detection and interpretation utilizing explainable artificial intelligence

Blood pressure abnormality detection and interpretation utilizing explainable artificial intelligence

Intelligent Medicine Volume 5, Issue 1, February 2025, Pages 54-65

Mar 24, 2026
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Analysis of the performance of feature optimization techniques for the diagnosis of machine learning-based chronic kidney disease

Analysis of the performance of feature optimization techniques for the diagnosis of machine learning-based chronic kidney disease

Machine Learning with Applications Volume 9, 15 September 2022, 100330

Mar 24, 2026
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Early-Stage Diabetes Risk Prediction Utilizing Machine Learning with Explainable AI from Polynomial and Binning Feature Generation

Early-Stage Diabetes Risk Prediction Utilizing Machine Learning with Explainable AI from Polynomial and Binning Feature Generation

IEEE Xplore 21 January 2025 Publisher: IEEE

Mar 24, 2026
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Brain Stroke Prediction using Explainable Machine Learning and Time Series Feature Engineering

Brain Stroke Prediction using Explainable Machine Learning and Time Series Feature Engineering

IEEE Xplore 21 January 2025 Publisher: IEEE

Mar 24, 2026
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Automated Detection of Harmful Insects in Agriculture: A Smart Framework Leveraging IoT, Machine Learning, and Blockchain

Automated Detection of Harmful Insects in Agriculture: A Smart Framework Leveraging IoT, Machine Learning, and Blockchain

IEEE Transactions on Artificial Intelligence Volume: 5, Issue: 9, September 2024 Page(s): 4787 - 4798

Mar 24, 2026
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Cardiovascular Disease Prediction Utilizing Machine Learning and Feature Selection with Clonal Selection Algorithm

Cardiovascular Disease Prediction Utilizing Machine Learning and Feature Selection with Clonal Selection Algorithm

IEEE Xplore 25 March 2024 Publisher: IEEE

Mar 24, 2026
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Bio-inspired Heuristic Optimization-based Cascaded Network for Diabetic Retinopathy Screening

Bio-inspired Heuristic Optimization-based Cascaded Network for Diabetic Retinopathy Screening

IEEE Xplore 24 June 2024 Publisher: IEEE

Mar 24, 2026
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An Explainable AI Driven Machine Learning Approach for Maternal Health Risk Analysis

An Explainable AI Driven Machine Learning Approach for Maternal Health Risk Analysis

IEEE Xplore 10 June 2025 Publisher: IEEE

Mar 24, 2026
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Newborn Weight Prediction And Interpretation Utilizing Explainable Machine Learning

Newborn Weight Prediction And Interpretation Utilizing Explainable Machine Learning

IEEE Xplore 24 June 2024 Publisher: IEEE

Mar 24, 2026
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Bangla Sentiment Analysis On Highly Imbalanced Data Using Hybrid CNN-LSTM & Bangla BERT

Bangla Sentiment Analysis On Highly Imbalanced Data Using Hybrid CNN-LSTM & Bangla BERT

IEEE Xplore 24 June 2024 Publisher: IEEE

Mar 24, 2026
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Ensemble Learning-Based EEG Feature Vector Analysis for Brain Computer Interface

Ensemble Learning-Based EEG Feature Vector Analysis for Brain Computer Interface

Evolutionary Computing and Mobile Sustainable Networks 01 August 2020 pp 957–969

Mar 24, 2026
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The Role of AI, Fuzzy Logic System in Computational Biology and Bioinformatics

The Role of AI, Fuzzy Logic System in Computational Biology and Bioinformatics

Data Science for Effective Healthcare Systems Edition1st Edition First Published 2022 Pages16

Mar 24, 2026
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A Noble Cost Effective Distributed Electronic Health System for Patient Data Handling: Bangladesh Perspectives

A Noble Cost Effective Distributed Electronic Health System for Patient Data Handling: Bangladesh Perspectives

International Journal of Computer Science Published June 11, 2021 | Version v1

Mar 24, 2026
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A Study on the Status of Patient Data Handling: Current Scenario and Future Recommendations

A Study on the Status of Patient Data Handling: Current Scenario and Future Recommendations

International Journal of Computer Science and Information Security Vol. 17, No. 2, February 2019

Mar 24, 2026
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A Survey of Methods for Managing the Classification and Solution of Data Imbalance Problem

A Survey of Methods for Managing the Classification and Solution of Data Imbalance Problem

Journal of Computer Science Volume 16 No. 11, 2020, 1546-1557

Mar 24, 2026
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