Accomplishments
We were able to vectorize medical data which had numerous variables in it and still able to semantically search for top matches from the dataset accurately. Integrated contextual RAG over the FDA Adverse Event Reporting System to retrieve historically similar cases using: Current medications, Pre-existing conditions, and Newly prescribed drug. We also avoided black-box AI patterns in a safety-critical domain, by showing similar cases, as well as directly pulling metrics from real data.
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