School of Computing and Informatics Technology Collection

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https://dissertations.mak.ac.ug/handle/20.500.12281/4312

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Browsing School of Computing and Informatics Technology Collection by Author "Abigaba, Marvin Dan"
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    Brain tumor detection system for glioma
    (Makerere University, 2024-06) Mubiito, Edward ; Abigaba, Marvin Dan ; Ejang, Devine Gift ; Iyama, Gilbert
    The Brain Tumor Detection System (BTDS) for Glioma is a comprehensive solution set to transform the diagnosis and treatment of brain tumors, specifically gliomas. This innovative system comprises both a web-based application and a mobile application, collectively leveraging deep learning technology to accurately detect brain tumors from medical scans. This dual-platform approach ensures accessibility and flexibility for both healthcare professionals and patients. Glioma BTDS integrates cutting-edge algorithms and extensive training on large datasets to facilitate early and precise identification of brain tumors. Through its mobile application, Glioma BTDS empowers healthcare providers with on-the-go access to critical diagnostic tools, enabling rapid assessment and timely intervention. Additionally, patients benefit from enhanced accessibility to their medical data and real-time updates on their condition through the mobile application. The system seamlessly interacts with medical imaging databases, ensuring accuracy and efficiency in tumor detection across both platforms. This integration enhances collaboration between healthcare providers and patients, facilitating informed decision-making and personalized treatment plans. The primary goal of Glioma BTDS is to improve early detection and treatment outcomes for glioma patients. This document provides a comprehensive overview of the system's capabilities, technical specifications, and operational framework for both the web-based and mobile applications. Stakeholders, including engineers, developers, project managers, healthcare practitioners, and patients, will find this document instrumental in understanding and utilizing Glioma BTDS effectively. By offering a versatile and user-friendly solution for brain tumor detection, Glioma BTDS aims to revolutionize the standard of care in medical imaging and oncology, ultimately enhancing the quality of life for patients and advancing the field of neuro-oncology.