Silent Signals: Uncovering Case Intelligence

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Silent Signals_ Uncovering Case Intelligence.dva

1. Which dataset did you use?

Case Info Dataset provided by Oracle

2. How did you analyze or prepare the data?

I leveraged Auto-Insights and other AI tools to analyze the data. I could not use OAC AI assistant as it was giving error

3. Who is the intended audience for your visualization?

Safety analysts, clinical reviewers, and healthcare decision-makers who need to quickly identify emerging risk signals and prioritize deeper investigation.

4. What is your visualization about, and what question or problem does it address?

My visualization is about uncovering hidden safety signals in adverse event case data by analyzing trends, geographic clusters, and product - event pathways linked to tumor and death outcomes. It addresses the problem of how to quickly identify emerging risks and turn complex multi-sheet case data into clear, decision-ready insights.

5. Did you use any Oracle Analytics AI features when building your visualization (ex. AI Assistant)? If so, please describe how they were used

I leveraged Auto-Insights and other AI tools to analyze the data. I could not use OAC AI assistant as it was giving error

6. Did you upload your visualization image and dva file?

Completed!