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Andronicus A. Akinyelu

2 papers indexed

crossrefAgronomy2024-12-17Cited by 58

Machine Learning and Deep Learning for Crop Disease Diagnosis: Performance Analysis and Review

Habiba Njeri Ngugi, Andronicus A. Akinyelu, Absalom E. Ezugwu

Crop diseases pose a significant threat to global food security, with both economic and environmental consequences. Early and accurate detection is essential for timely intervention and sustainable farming. This paper presents a review of machine learning (ML) and deep learning (…

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crossrefJournal of Imaging2022-07-22Cited by 148

Brain Tumor Diagnosis Using Machine Learning, Convolutional Neural Networks, Capsule Neural Networks and Vision Transformers, Applied to MRI: A Survey

Andronicus A. Akinyelu, Fulvio Zaccagna, James T. Grist, Mauro Castelli, Leonardo Rundo

Management of brain tumors is based on clinical and radiological information with presumed grade dictating treatment. Hence, a non-invasive assessment of tumor grade is of paramount importance to choose the best treatment plan. Convolutional Neural Networks (CNNs) represent one o…

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