Episode
Improving Healthcare Using Azure OpenAI
with Harshitha Putta, Manasa Ramalinga
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 Azure Essentials Show, 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.
Chapters
- 00:00 - Introduction
- 01:00 - Efficiency and Innovation
- 01:55 - Referral document summarization
- 03:51 - Data extraction
- 04:23 - Data manipulation: cleanup, etc.
- 04:41 - Summarization and tokenization
- 05:05 - Prompt engineering
- 05:28 - Language model evaluation
- 06:06 - Continuous monitoring
- 06:42 - Trust is key
- 07:12 - Prompt engineering details
- 07:40 - Evaluation strategy
Recommended resources
- Read Manasa's blog: Patient Referral Document Summarization using Azure OpenAI
- Get Training: Discover Microsoft AI for leaders in healthcare
- What is the Text Analytics for health in Azure AI Language? - Azure AI services
- Solutions for the healthcare industry - Azure Architecture Center
- What is Azure AI Language - Azure AI services
- Query-based document summarization - Azure Architecture Center
- Explore more Azure Essentials resources!
Related episodes
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 Azure Essentials Show, 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.
Chapters
- 00:00 - Introduction
- 01:00 - Efficiency and Innovation
- 01:55 - Referral document summarization
- 03:51 - Data extraction
- 04:23 - Data manipulation: cleanup, etc.
- 04:41 - Summarization and tokenization
- 05:05 - Prompt engineering
- 05:28 - Language model evaluation
- 06:06 - Continuous monitoring
- 06:42 - Trust is key
- 07:12 - Prompt engineering details
- 07:40 - Evaluation strategy
Recommended resources
- Read Manasa's blog: Patient Referral Document Summarization using Azure OpenAI
- Get Training: Discover Microsoft AI for leaders in healthcare
- What is the Text Analytics for health in Azure AI Language? - Azure AI services
- Solutions for the healthcare industry - Azure Architecture Center
- What is Azure AI Language - Azure AI services
- Query-based document summarization - Azure Architecture Center
- Explore more Azure Essentials resources!
Related episodes
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