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Efficient Prediction of Cardiovascular Disease Using Machine Learning Algorithms With Relief and LASSO Feature Selection Techniques

IEEE access, 2021, Vol.9, p.19304-19326

2021

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A shallow deep learning approach to classify skin cancer using down-scaling method to minimize time and space complexity

PloS one, 2022-08, Vol.17 (8), p.e0269826-e0269826

2022

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AlzheimerNet: An Effective Deep Learning based Proposition for Alzheimer's Disease Stages Classification from Functional Brain Changes in Magnetic Resonance Images

IEEE access, 2023-01, Vol.11, p.1-1

2023

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BreastNet18: A High Accuracy Fine-Tuned VGG16 Model Evaluated Using Ablation Study for Diagnosing Breast Cancer from Enhanced Mammography Images

Biology (Basel, Switzerland), 2021-12, Vol.10 (12), p.1347

2021

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

Scientific reports, 2023-12, Vol.13 (1), p.22874-16, Article 22874

2023

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SkinNet-16: A deep learning approach to identify benign and malignant skin lesions

Frontiers in oncology, 2022-08, Vol.12, p.931141-931141

2022

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Early Prediction of Chronic Kidney Disease: A Comprehensive Performance Analysis of Deep Learning Models

Algorithms, 2022-08, Vol.15 (9), p.308

2022

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Advancing thyroid care: An accurate trustworthy diagnostics system with interpretable AI and hybrid machine learning techniques

Heliyon, 2024-09, Vol.10 (17), p.e36556, Article e36556

2024

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A Comparative Study of Different Machine Learning Tools in Detecting Diabetes

Procedia computer science, 2021, Vol.192, p.467-477

2021

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Maximizing Group-Based Vehicle Communications and Fairness: A Reinforcement Learning Approach

2024 IEEE Wireless Communications and Networking Conference (WCNC), 2024, p.1-7

2024

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LungNet22: A Fine-Tuned Model for Multiclass Classification and Prediction of Lung Disease Using X-ray Images

Journal of personalized medicine, 2022-04, Vol.12 (5), p.680

2022

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Expert cancer model using supervised algorithms with a LASSO selection approach

International journal of electrical and computer engineering (Malacca, Malacca), 2021-06, Vol.11 (3), p.2631

2021

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Advances in Artificial Intelligence and Blockchain Technologies for Early Detection of Human Diseases

IEEE transactions on computational social systems, 2024-09, p.1-28

2024

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A shallow deep learning approach to classify skin cancer using down-scaling method to minimize time and space complexity

PloS one, 2022-01, Vol.17 (8), p.e0269826

2022

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An Intelligent Thyroid Diagnosis System Utilizing Multiple Ensemble and Explainable Algorithms With Medical Supported Attributes

IEEE transactions on artificial intelligence, 2024-06, Vol.5 (6), p.2840-2855

2024

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A Performance Based Study on Deep Learning Algorithms in the Effective Prediction of Breast Cancer

2021 International Joint Conference on Neural Networks (IJCNN), 2021, p.1-8

2021

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Personalization of Job Circular Announcement to Applicants Using Decision Tree Classification Algorithm

2020 IEEE International Conference for Innovation in Technology (INOCON), 2020, p.1-5

2020

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MCFGV: Maximizing Communications and Fairness for Groups of Vehicles

2023 IEEE 34th Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), 2023, p.1-7

2023

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A Robust Deep Learning based Framework for High-Precision Detection of Liver Disease

Proceedings of the 10th International Conference on Computer and Communications Management, 2022, p.9-18

2022

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A Machine Learning based Proposition for Automated and Methodical Prediction of Liver Disease

Proceedings of the 10th International Conference on Computer and Communications Management, 2022, p.46-53

2022

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A Robust Deep Learning based Prediction System of Heart Disease using a Combination of Five Datasets

2021 31st International Conference on Computer Theory and Applications (ICCTA), 2021, p.223-228

2021

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Optimization of Prediction Method of Chronic Kidney Disease Using Machine Learning Algorithm

2020 15th International Joint Symposium on Artificial Intelligence and Natural Language Processing (iSAI-NLP), 2020, p.1-6

2020

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A Web Based Application for Agriculture : “Smart Farming System”

International Journal of Emerging Trends in Engineering Research, 2020-06, Vol.8 (6), p.2309-2320

F. M., Javed Mehedi Shamrat

2020

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Mitigating the Latency Induced Delay in IP Telephony Through an Enhanced De-Jitter Buffer

Mobile Computing and Sustainable Informatics, 2022, Vol.68, p.1-16

2022

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Implementation of Machine Learning Algorithms to Detect the Prognosis Rate of Kidney Disease

2020 IEEE International Conference for Innovation in Technology (INOCON), 2020, p.1-7

2020

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Efficient Prediction of Cardiovascular Disease Using Machine Learning Algorithms With Relief and LASSO Feature Selection Techniques

A shallow deep learning approach to classify skin cancer using down-scaling method to minimize time and space complexity

AlzheimerNet: An Effective Deep Learning based Proposition for Alzheimer's Disease Stages Classification from Functional Brain Changes in Magnetic Resonance Images

BreastNet18: A High Accuracy Fine-Tuned VGG16 Model Evaluated Using Ablation Study for Diagnosing Breast Cancer from Enhanced Mammography Images

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

SkinNet-16: A deep learning approach to identify benign and malignant skin lesions

Early Prediction of Chronic Kidney Disease: A Comprehensive Performance Analysis of Deep Learning Models

Advancing thyroid care: An accurate trustworthy diagnostics system with interpretable AI and hybrid machine learning techniques

A Comparative Study of Different Machine Learning Tools in Detecting Diabetes

Maximizing Group-Based Vehicle Communications and Fairness: A Reinforcement Learning Approach

LungNet22: A Fine-Tuned Model for Multiclass Classification and Prediction of Lung Disease Using X-ray Images

Expert cancer model using supervised algorithms with a LASSO selection approach

Advances in Artificial Intelligence and Blockchain Technologies for Early Detection of Human Diseases

A shallow deep learning approach to classify skin cancer using down-scaling method to minimize time and space complexity

An Intelligent Thyroid Diagnosis System Utilizing Multiple Ensemble and Explainable Algorithms With Medical Supported Attributes

A Performance Based Study on Deep Learning Algorithms in the Effective Prediction of Breast Cancer

Personalization of Job Circular Announcement to Applicants Using Decision Tree Classification Algorithm

MCFGV: Maximizing Communications and Fairness for Groups of Vehicles

A Robust Deep Learning based Framework for High-Precision Detection of Liver Disease

A Machine Learning based Proposition for Automated and Methodical Prediction of Liver Disease

A Robust Deep Learning based Prediction System of Heart Disease using a Combination of Five Datasets

Optimization of Prediction Method of Chronic Kidney Disease Using Machine Learning Algorithm

A Web Based Application for Agriculture : “Smart Farming System”

Mitigating the Latency Induced Delay in IP Telephony Through an Enhanced De-Jitter Buffer

Implementation of Machine Learning Algorithms to Detect the Prognosis Rate of Kidney Disease

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