The AI-Powered Symptom Analysis and Predictive Telemedicine Platform is an innovative solution designed to revolutionize healthcare delivery. By leveraging advanced machine learning techniques and generative AI, the platform provides accurate disease predictions based on user-reported symptoms, empathetic mental health support, and seamless doctor consultation services. Core features include a high-accuracy symptom analysis model using Logistic Regression, an AI-driven mental health chatbot (Mind-Bot) powered by the Gemini API, and a user-friendly interface for finding and booking appointments with specialists. Data security and privacy are ensured using Firebase Firestore and robust encryption practices. This platform empowers users with personalized healthcare insights, fostering accessibility and efficiency while enhancing the overall quality of care.

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A Review of AI-Powered Symptom Analysis and Predictive Telemedicine Platforms: Transforming Healthcare Delivery with Machine Learning and Generative AI

  • Rishab A. Merlecha,
  • Sheba Selvam,
  • R Reena

摘要

The AI-Powered Symptom Analysis and Predictive Telemedicine Platform is an innovative solution designed to revolutionize healthcare delivery. By leveraging advanced machine learning techniques and generative AI, the platform provides accurate disease predictions based on user-reported symptoms, empathetic mental health support, and seamless doctor consultation services. Core features include a high-accuracy symptom analysis model using Logistic Regression, an AI-driven mental health chatbot (Mind-Bot) powered by the Gemini API, and a user-friendly interface for finding and booking appointments with specialists. Data security and privacy are ensured using Firebase Firestore and robust encryption practices. This platform empowers users with personalized healthcare insights, fostering accessibility and efficiency while enhancing the overall quality of care.