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This article discusses the creation of synthetic clinical notes using AI, detailing the pipeline and its applications in healthcare.
amaiaita
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Mar 19, 2026
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just a couple minor things, looks good though!
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| Another interesting feature is the use of [LLM Judges](https://nhsengland.github.io/datascience/articles/2024/12/31/LLM-as-a-Judge/) within our pipeline. These are LLMs which examine other LLM outputs, allowing our pipeline to spot mistakes and improve clinical realism. One judge ensures that our patient journey is realistic for the given admission, whilst another examines the quality of the clinical note. | ||
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| The pipeline is also highly configurable. A small sample of the change you can make include: |
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need a gap between text and bullet points otherwise they just all come up in the same line
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| For a detailed view under the hood, you can read our [technical report](https://github.com/nhsengland/synthetic_clinical_notes/blob/main/docs/technical_report.md), alongside all the prompts and code on our [GitHub](https://github.com/nhsengland/synthetic_clinical_notes). You can also check out out project [website page](https://nhsengland.github.io/datascience/our_work/ds304_synthetic_clinical_notes/). | ||
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| For a detailed view under the hood, you can read our [technical report](https://github.com/nhsengland/synthetic_clinical_notes/blob/main/docs/technical_report.md), alongside all the prompts and code on our [GitHub](https://github.com/nhsengland/synthetic_clinical_notes). You can also check out out project [website page](https://nhsengland.github.io/datascience/our_work/ds304_synthetic_clinical_notes/). | |
| For a detailed view under the hood, you can read our [technical report](https://github.com/nhsengland/synthetic_clinical_notes/blob/main/docs/technical_report.md), alongside all the prompts and code on our [GitHub](https://github.com/nhsengland/synthetic_clinical_notes). You can also check out our project [website page](https://nhsengland.github.io/datascience/our_work/ds304_synthetic_clinical_notes/). | |
Corrected a typo in the project website page reference.
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