Takeaways

• Dyania Health uses AI to automate the chart review and abstraction process for clinical trials, saving time and improving efficiency.
• Synapsis AI, Dyania Health’s AI system, analyzes electronic medical records to identify patients who may be eligible for specific clinical trials.
• The match output from Synapsis AI provides a level of compatibility between patients and trials, helping physicians make informed decisions.
• Explainability is crucial in AI, and Dyania Health’s system provides granular explainability to physicians, allowing them to understand the reasoning behind the AI’s conclusions.

Chapters

00:00 Introduction and Background

03:00 Automating Chart Review and Abstraction

08:09 Matching Patients with Clinical Trials

12:16 Matching Output and Explainability

13:55 Synapsis AI vs. General Language Models

17:07 Feedback and Learning Over Time

21:52 The Problem of Inefficient Clinical Trials

25:47 Success Stories and Impact

29:43 Building the Dyania Health Team

38:09 Revolutionizing Clinical Trials