Health Plus Monitoring Hub

The healthcare industry is evolving rapidly with machine learning (ML) to improve disease prediction, patient management, and telemedicine services. Despite these advancements, existing healthcare systems often suffer from fragmentation, requiring patients to navigate multiple platforms for diagnosis, doctor consultations, and treatment recommendations. This paper presents the Health Plus Monitoring Hub, a unified healthcare platform that leverages ML algorithms to analyze symptoms, predict diseases with confidence scores, and recommend appropriate doctors and healthcare facilities based on user location. The system integrates secure communication channels, appointment scheduling, and real-time feedback mechanisms to enhance usability and efficiency. By incorporating ML-driven automation, our platform reduces the time required for disease diagnosis and treatment while improving healthcare accessibility and affordability.