Publications by authors named "Amena Mahmoud"

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Machine learning-based academic performance prediction with explainability for enhanced decision-making in educational institutions.
Wesam Ahmed, Mudasir Ahmad Wani, Pawel Plawiak, Souham Meshoul, Amena Mahmoud

Sci Rep· July 2025

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COVID-19 detection and analysis from lung CT images using novel channel boosted CNNs.
Saddam Hussain Khan, Javed Iqbal, Syed Agha Hassnain, Muhammad Owais, Samih M Mostafa, Amena Mahmoud

Expert Syst Appl· November 2023

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Adapting the pre-trained convolutional neural networks to improve the anomaly detection and classification in mammographic images.
Abeer Saber, Abdelazim G Hussien, Wael A Awad, Amena Mahmoud, Alaa Allakany

Sci Rep· September 2023

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Henry gas solubility optimization double machine learning classifier for neurosurgical patients.
Diana T Mosa, Amena Mahmoud, John Zaki, Shaymaa E Sorour, Shaker El-Sappagh

PLoS One· May 2023

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Transfer learning-based modified inception model for the diagnosis of Alzheimer's disease.
Sarang Sharma, Sheifali Gupta, Deepali Gupta, Sapna Juneja, Amena Mahmoud

Front Comput Neurosci· November 2022

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An Intelligent Classification System for Cancer Detection Based on DNA Methylation Using ML and Semantic Knowledge in Healthcare.
Anuradha Thakare, Manisha Bhende, Mulugeta Tesema, Mohammed Dighriri, R Bhavani, Amena Mahmoud

Comput Intell Neurosci· October 2022

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Text-Based Emotion Recognition Using Deep Learning Approach.
Santosh Kumar Bharti, S Varadhaganapathy, Rajeev Kumar Gupta, Prashant Kumar Shukla, Mohamed Bouye, Amena Mahmoud

Comput Intell Neurosci· September 2022

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Brain Tumor Segmentation Using Deep Capsule Network and Latent-Dynamic Conditional Random Fields.
Mahmoud Elmezain, Amena Mahmoud, Diana T Mosa, Wael Said

J Imaging· July 2022

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A novel Gray-Scale spatial exploitation learning Net for COVID-19 by crawling Internet resources.
Mohamed E ElAraby, Omar M Elzeki, Mahmoud Y Shams, Amena Mahmoud, Hanaa Salem

Biomed Signal Process Control· March 2022

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