Health Synopsis Solution - Powered by Azure OpenAI Services
by WinWire Technologies
Get context-driven insights and improve health outcomes with Health Synopsis Solution
Healthcare providers try to maintain a holistic medical track record of patients' ailments, their treatment protocol, comorbidity conditions, prior encounter history, allergies, therapy details and much more to improve health outcomes.
However, the volume, complexity, and error prone manual processes in generating health and medical summaries are not very effective in helping providers make data driven decisions during encounters.
WinWire's Health Synopsis Solution
WinWire's Health Synopsis Solution, powered by Azure OpenAI and Azure Cognitive Services, consolidates patient data from various sources, including Electronic Health records (EHR), handwritten forms, lab reports, and scan images, providing concise summaries and recommendations, enabling instantaneous visibility into vital patient information.
The solution incorporates key functionalities to ingest and enrich data and apply Generative AI capability to address Health Record Summarization needs with an intuitive end-user experience.
WinWire Approach
Our OpenAI-powered solution transforms complex medical records into user-friendly, meaningful summaries, providing physicians with vital data points and insights into a patient’s past medical history.
Following is a 6-week MVP solution delivering summarization for one source system that would feed into Health Synopsis.
1. Analyze & Environment Setup
o Understand patient data, formats and the EHR platform.
o Identify & agree on outcomes to be delivered.
o Understand relevant Data Entities that need to be extracted.
o Understand the security need for document and data access.
o Understand the synonyms and ICD codes for the chosen setoff physicians and specialty treatments.
o Finalize the patient data inventory.
2. Build, Configure and Validate
o Train Form Recognizer for data extraction, build navigation items.
o Upload patient data, access data from EHR platform and index.
o Integration of dataset results and the Open AI summarization.
o Setup Synonyms for the specialty.
o Configure and tune the different summarization prompts.
o Validate application for conversational support and accuracy.
3. User Testing & Deployment Support
o Demonstrate solution capability and its value.
o Support user testing.
o Finetune the solution based on findings, feedback.
o Provide documentation of the solution.
o Production implementation roadmap.
Key Features
1. Pre integrated solution with Blobstore, OpenAI, Azure Cognitive Services, Azure Form Recognizer
2. Pre-built UI with intuitive interface to query and analyze patient data.
3. Extendable framework tailored specific to the Provider data landscape.
4. User driven design aspects like facets, synonyms, sequence graphs.
Business Value
1. Improves patient care with comprehensive patient insights and diagnostic recommendations.
2. Improves operational efficiency with quicker access to information in summarized form.
3. Deliver context-driven insights for physicians and enable to build of a knowledge sharing community.
