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Extracting epilepsy-related information from unstructured clinic letters using large language models.

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Title: Extracting epilepsy-related information from unstructured clinic letters using large language models.
Authors: Fang S; Department of Basic & Clinical Neuroscience, King's College London, London, UK.; King's College Hospital NHS Foundation Trust, London, UK.; Guy's and St Thomas' NHS Foundation Trust, London, UK., Holgate B; Department of Basic & Clinical Neuroscience, King's College London, London, UK.; King's College Hospital NHS Foundation Trust, London, UK.; Guy's and St Thomas' NHS Foundation Trust, London, UK., Shek A; King's College Hospital NHS Foundation Trust, London, UK.; Guy's and St Thomas' NHS Foundation Trust, London, UK., Winston JS; Department of Basic & Clinical Neuroscience, King's College London, London, UK.; King's College Hospital NHS Foundation Trust, London, UK., McWilliam M; Department of Basic & Clinical Neuroscience, King's College London, London, UK.; King's College Hospital NHS Foundation Trust, London, UK., Viana PF; Department of Basic & Clinical Neuroscience, King's College London, London, UK.; King's College Hospital NHS Foundation Trust, London, UK., Teo JT; Department of Basic & Clinical Neuroscience, King's College London, London, UK.; King's College Hospital NHS Foundation Trust, London, UK.; Guy's and St Thomas' NHS Foundation Trust, London, UK., Richardson MP; Department of Basic & Clinical Neuroscience, King's College London, London, UK.; King's College Hospital NHS Foundation Trust, London, UK.
Source: Epilepsia [Epilepsia] 2025 Sep; Vol. 66 (9), pp. 3369-3384. Date of Electronic Publication: 2025 Jul 10.
Publication Type: Journal Article
Journal Info: Publisher: Blackwell Science Country of Publication: United States NLM ID: 2983306R Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1528-1167 (Electronic) Linking ISSN: 00139580 NLM ISO Abbreviation: Epilepsia Subsets: MEDLINE
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  Data: <searchLink fieldCode="AU" term="%22Fang+S%22">Fang S</searchLink>; Department of Basic & Clinical Neuroscience, King's College London, London, UK.; King's College Hospital NHS Foundation Trust, London, UK.; Guy's and St Thomas' NHS Foundation Trust, London, UK.<br /><searchLink fieldCode="AU" term="%22Holgate+B%22">Holgate B</searchLink>; Department of Basic & Clinical Neuroscience, King's College London, London, UK.; King's College Hospital NHS Foundation Trust, London, UK.; Guy's and St Thomas' NHS Foundation Trust, London, UK.<br /><searchLink fieldCode="AU" term="%22Shek+A%22">Shek A</searchLink>; King's College Hospital NHS Foundation Trust, London, UK.; Guy's and St Thomas' NHS Foundation Trust, London, UK.<br /><searchLink fieldCode="AU" term="%22Winston+JS%22">Winston JS</searchLink>; Department of Basic & Clinical Neuroscience, King's College London, London, UK.; King's College Hospital NHS Foundation Trust, London, UK.<br /><searchLink fieldCode="AU" term="%22McWilliam+M%22">McWilliam M</searchLink>; Department of Basic & Clinical Neuroscience, King's College London, London, UK.; King's College Hospital NHS Foundation Trust, London, UK.<br /><searchLink fieldCode="AU" term="%22Viana+PF%22">Viana PF</searchLink>; Department of Basic & Clinical Neuroscience, King's College London, London, UK.; King's College Hospital NHS Foundation Trust, London, UK.<br /><searchLink fieldCode="AU" term="%22Teo+JT%22">Teo JT</searchLink>; Department of Basic & Clinical Neuroscience, King's College London, London, UK.; King's College Hospital NHS Foundation Trust, London, UK.; Guy's and St Thomas' NHS Foundation Trust, London, UK.<br /><searchLink fieldCode="AU" term="%22Richardson+MP%22">Richardson MP</searchLink>; Department of Basic & Clinical Neuroscience, King's College London, London, UK.; King's College Hospital NHS Foundation Trust, London, UK.
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        Value: 10.1111/epi.18475
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              Text: 2025 Sep
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              Y: 2025
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