Publications by authors named "Md Omaer Faruq Goni"
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Synopsis of recent research by authors named "Md Omaer Faruq Goni"
- Md Omaer Faruq Goni's recent research primarily focuses on the application of machine learning and deep learning techniques in medical diagnostics and agriculture, with an emphasis on real-time disease detection and classification across various domains.
- Key findings from his work include the development of lightweight convolutional neural network (CNN) architectures deployed on edge devices for monitoring grape leaf disease and utilizing extreme learning machine algorithms for the detection of multiple lung diseases, including COVID-19, enhancing early diagnosis capabilities.
- Goni's research also highlights the importance of explainability in machine learning models, with studies addressing diabetes prediction and malaria parasite detection through methods that not only improve classification performance but also ensure clinicians can interpret and trust the AI-driven outcomes.
