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Deep Learning Neural Network for Lung Cancer Classification: Enhanced Optimization Function

Autor: Pandit, Bhoj Raj, Alsadoon, Abeer, Prasad, P. W. C., Aloussi, Sarmad Al, Rashid, Tarik A., Alsadoon, Omar Hisham, Jerew, Oday D.

Publikováno v: Multimedia Tools and Applications, 2022

Background and Purpose: Convolutional neural network is widely used for image recognition in the medical area at nowadays. However, overall accuracy in predicting lung tumor is low and the processing time is high as the error occurred while reconstru

Externí odkaz: http://arxiv.org/abs/2208.06353

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A Novel Solution of an Elastic Net Regularization for Dementia Knowledge Discovery using Deep Learning

Autor: Shrestha, Kshitiz, Alsadoon, Omar Hisham, Alsadoon, Abeer, Rashid, Tarik A., Ali, Rasha S., Prasad, P. W. C., Jerew, Oday D.

Publikováno v: Journal of Experimental & Theoretical Artificial Intelligence, 2021

Background and Aim: Accurate classification of Magnetic Resonance Images (MRI) is essential to accurately predict Mild Cognitive Impairment (MCI) to Alzheimer's Disease (AD) conversion. Meanwhile, deep learning has been successfully implemented to cl

Externí odkaz: http://arxiv.org/abs/2109.00896

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A Review-based Taxonomy for Secure Health Care Monitoring: Wireless Smart Cameras

Autor: Batchu, Ravi Teja, Alsadoon, Abeer, Prasad, P. W. C., Ali, Rasha S., Rashid, Tarik A., Alsadoon, Ghossoon, Jerew, Oday D.

Publikováno v: Journal of Applied Security Research, 2021

Health records data security is one of the main challenges in e-health systems. Authentication is one of the essential security services to support the stored data confidentiality, integrity, and availability. This research focuses on the secure stor

Externí odkaz: http://arxiv.org/abs/2107.06833

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Deep Learning for Breast Cancer Classification: Enhanced Tangent Function

Autor: Thapa, Ashu, Alsadoon, Abeer, Prasad, P. W. C., Bajaj, Simi, Alsadoon, Omar Hisham, Rashid, Tarik A., Ali, Rasha S., Jerew, Oday D.

Publikováno v: Computational Intelligence, 2021

Background and Aim: Recently, deep learning using convolutional neural network has been used successfully to classify the images of breast cells accurately. However, the accuracy of manual classification of those histopathological images is comparati

Externí odkaz: http://arxiv.org/abs/2108.04663

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