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Large Language ModelsAI in HealthcareOpenAI BlogPublished: Sep 2, 2026, 04:00 JST

OpenAI links Epic EHR to ChatGPT for Healthcare

OpenAI links Epic EHR to ChatGPT for Healthcare

3 Key Points

  1. What happened

    OpenAI introduced an Epic EHR integration for ChatGPT for Healthcare, letting clinicians ask questions about patient history, labs, and medications. It also launched a Healthcare Public Data plugin connecting to nine official sources like PubMed, DailyMed, and CMS Coverage.

  2. Why it matters

    In physician evaluations across 27 clinical use cases, 99.1% of 4,363 responses were rated safe. For five connected data sources tested, over 93% of responses were rated 'good' or better accuracy, suggesting the tool can reliably support clinical tasks.

  3. What to watch

    The integration is available to ChatGPT for Healthcare and Enterprise customers, but not individual accounts. Watch whether healthcare organizations adopt it and whether the high safety ratings hold in real-world use.

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Context & Analysis

OpenAI is expanding ChatGPT for Healthcare beyond simple question answering. By integrating with Epic, a major EHR system, the tool can pull in authorized patient data directly into a chat interface. This move reduces the need to search across separate systems, potentially saving time for clinicians. The new Healthcare Public Data plugin aims to make it easier to access up-to-date medical information from trusted sources without toggling between databases.

The safety and accuracy results are a critical step for building trust with healthcare organizations. With 99.1% of physician-rated responses deemed safe and over 93% accuracy across five data sources, there is evidence the system performs well in controlled tests. However, these metrics come from evaluations designed with physician input, not live clinical use. The true test will be how the tool handles real-world patient cases and whether it can consistently support decisions without errors.

As with many AI health tools, adoption depends on governance and trust. OpenAI is addressing this by offering enterprise controls like role-based access and HIPAA-compliant workflows. Whether hospitals and clinics embrace this integration will hinge on how well it fits existing workflows and how confidently clinicians can rely on its outputs. The coming months will likely reveal whether the high safety ratings translate into practical value.

FAQ
Who can use the new Epic EHR integration?
ChatGPT for Healthcare customers can enable it through their workspace administrator. ChatGPT Enterprise customers need to contact their OpenAI account team. The EHR integration is not available for individual accounts.
Which healthcare data sources does the new plugin include?
The Healthcare Public Data plugin connects to nine official sources, including ClinicalTrials.gov, CMS Coverage, RxNorm, DailyMed, and PubMed.
How was the safety of the EHR integration evaluated?
Physicians evaluated responses across 27 clinical use cases, and 99.1% of the 4,363 ratings were rated safe.

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