Tarek Khater
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View article: Generative artificial intelligence based models optimization towards molecule design enhancement
Generative artificial intelligence based models optimization towards molecule design enhancement Open
View article: An interpretable machine learning model to predict hospitalizations
An interpretable machine learning model to predict hospitalizations Open
Hospital management plays a pivotal role in ensuring the efficient delivery of medical services, especially in the face of challenges posed by pandemics such as COVID-19. This paper explores the application of machine learning techniques i…
View article: Explainable artificial intelligence for investigating the effect of lifestyle factors on obesity
Explainable artificial intelligence for investigating the effect of lifestyle factors on obesity Open
View article: Explainable Machine Learning Model for Alzheimer Detection Using Genetic Data: A Genome-Wide Association Study Approach
Explainable Machine Learning Model for Alzheimer Detection Using Genetic Data: A Genome-Wide Association Study Approach Open
Recent research has revealed that using machine learning systems for the analysis of genetic data could reliably detect Alzheimer’s disease. The interpretability of these models, however, has been a challenge, as they frequently provided l…
View article: Skin cancer classification using explainable artificial intelligence on pre-extracted image features
Skin cancer classification using explainable artificial intelligence on pre-extracted image features Open
Skin cancer is the most common type of cancer worldwide, affecting a large population recently. To date, various machine learning techniques exploiting skin images have been applied directly to skin cancer classification, showing promising…
View article: An Explainable Artificial Intelligence Model for the Classification of Breast Cancer
An Explainable Artificial Intelligence Model for the Classification of Breast Cancer Open
Breast cancer is the most common cancer among women and globally affects both genders. The disease arises due to abnormal growth of tissue formed of malignant cells. Early detection of breast cancer is crucial for enhancing the survival ra…
View article: A Robust Hybrid Neural Network Architecture for Blind Source Separation of Speech Signals Exploiting Deep Learning
A Robust Hybrid Neural Network Architecture for Blind Source Separation of Speech Signals Exploiting Deep Learning Open
In the contemporary era, blind source separation has emerged as a highly appealing and significant research topic within the field of signal processing. The imperative for the integration of blind source separation techniques within the co…