Abstract
During medical crises, access to an ample blood supply is crucial for saving lives. Shortages of required blood types in hospitals can result in significant delays in patient treatment. To tackle this urgent issue, we introduce BloodHub, an extensive web platform designed to streamline blood search, availability assessment, and compatibility determination using Support Vector Machines (SVM). BloodHub acts as a centralized hub where both donors and recipients can register and participate in the blood donation process. The platform offers a user-friendly interface for individuals in need of blood donations, enabling them to locate specific blood types nearby. Additionally, BloodHub provides real-time updates on blood unit availability across registered blood banks and donation centers, simplifying the procurement process for healthcare facilities and emergency responders. One of BloodHub's standout features is its SVM- powered blood group detection capability. By examining genetic markers in blood samples, SVM algorithms accurately identify donors' blood groups, ensuring compatibility with recipient needs. This functionality not only improves blood-matching efficiency but also reduces the risk of transfusion-related complications. Moreover, BloodHub implements robust security measures to protect user privacy and confidentiality.
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