A pharmaceutical company aimed to develop an AI-powered chatbot to support patients and healthcare professionals regarding HPV vaccination, cervical cancer prevention, and other sexual health-related issues.
Data collection & preprocessing: Organize the latest medical research, guidelines, and official pharmaceutical company information through ETL (Extract, Transform, Load) processes.
AI model training: Utilize advanced Natural Language Processing (NLP) technologies. Use the T5 model to ensure the accuracy of medical information. Continuously update the model to reflect the latest medical knowledge.
Chatbot development and integration
Requirements definition, development, testing
• Large-scale data processing: Utilize scientific research and publications from WHO and CDC, as well as clinical guidelines and textbooks related to HPV vaccination and cervical cancer prevention.
• Ensuring client data security: Safely manage personal information such as full name, age, vaccination history.
• Providing responses based on user characteristics: Deliver appropriate information tailored to individual user attributes.
• Presenting accurate data and references: Ensure reliable answers based on trustworthy information sources.
• Strict regulatory compliance: Meet FDA safety requirements and internal regulations.