Driving Healthcare Transformation Through Generative AI
4.1 TECHNICAL ARCHITECTURE
Figure 4-1 : Flow of generative AI-assisted patient care .
In this section , we look at a similar solution , covered earlier in the literature review , to take a look into the technical architecture of such a patient care solution . Figure 4-2 shows the architecture for such a patient care solution based on GenAI :
• Data Collection – Shows how to collect curated clinical data such as physician ’ s notes and EHR ’ s .
• Pre-training – Shows how the LLM is fed the massive amount of medical text data to learn the statistical relationships between words , medical terms and phrases .
• Fine tuning – Optimization of the LLM for specific tasks and use cases related to patient care .
• Deployment of the Solution – Taking the solution to production so that it can be easily used by the stakeholders either directly or via email alerts and content .
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