Improving Healthcare Using Azure OpenAI
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ماه قبل
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Applications developed on Microsoft Azure
Applications developed on Microsoft Azure using Generative AI have the potential to revolutionize the healthcare industry both by improving efficiency and sparking innovation. On this episode of the #AzureEssentialsShow, Harshitha and Manasa walk through the process showing which Azure services can be brought to bear to help doctors take in patient data more quickly, so they can spend more time with their patients.
Resources
• Read Manasa’s blog: Patient Referral Document Summarization using Azure OpenAI techcommunity.microsoft.com/t5/azure-architecture-…
• Get Training: Discover Microsoft AI for leaders in healthcare learn.microsoft.com/en-us/training/paths/discover-…
• What is the Text Analytics for health in Azure AI Language? - Azure AI services learn.microsoft.com/en-us/azure/ai-services/langua…
• Solutions for the healthcare industry - Azure Architecture Center learn.microsoft.com/en-us/azure/architecture/indus…
• What is Azure AI Language - Azure AI services learn.microsoft.com/en-us/azure/ai-services/langua…
• Query-based document summarization - Azure Architecture Center learn.microsoft.com/en-us/previous-versions/azure/…
• Explore more Azure Essentials resources! azure.microsoft.com/solutions/azure-essentials/
Related episodes
• Watch more episodes in the Azure Whiteboard Series aka.ms/AzureWhiteboardSessions
• Watch more episodes of the Azure Essentials Show aka.ms/AzureEssentialsShow
Chapters
0:00 Introduction
1:00 Efficiency and Innovation
1:55 Referral document summarization
3:51 Data extraction
4:23 Data manipulation: cleanup, etc.
4:41 Summarization and tokenization
5:05 Prompt engineering
5:28 Language model evaluation
6:06 Continuous monitoring
6:42 Trust is key
7:12 Prompt engineering details
7:40 Evaluation strategy
8:50 Resources for builders
ماه قبل
در تاریخ 1403/05/09 منتشر شده
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