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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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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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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.22874-22874, Article 22874

2023

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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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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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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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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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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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IEEE_Xplore

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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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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IEEE_Xplore

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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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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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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A Variable Length Key Based Cryptographic Approach on Cloud Data

2019 International Conference on Information Technology (ICIT), 2019, p.285-290

2019

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Software-Defined Networking with Multiple Routing Utilizing DFS to Improving QoS

Emerging Technologies in Data Mining and Information Security, 2021, p.475-484

2021

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Human Face Recognition Using Eigenface, SURF Method

Pervasive Computing and Social Networking, 2021, Vol.317, p.73-88

2021

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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

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

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

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

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

A Comparative Study of Different Machine Learning Tools in Detecting Diabetes

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

Expert cancer model using supervised algorithms with a LASSO selection approach

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

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

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

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

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

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

A Variable Length Key Based Cryptographic Approach on Cloud Data

Software-Defined Networking with Multiple Routing Utilizing DFS to Improving QoS

Human Face Recognition Using Eigenface, SURF Method

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