Developing a Natural Language Processing tool to identify perinatal self-harm in electronic healthcare records

Karyn Ayre; André Bittar; Joyce Kam; Somain Verma; Louise M. Howard; Rina Dutta

doi:10.1371/journal.pone.0253809

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Open Access

Peer-reviewed

Research Article

Developing a Natural Language Processing tool to identify perinatal self-harm in electronic healthcare records

Karyn Ayre ,

Contributed equally to this work with: Karyn Ayre, André Bittar

Roles Data curation, Formal analysis, Funding acquisition, Investigation, Project administration, Software, Validation, Visualization, Writing – original draft, Writing – review & editing

* E-mail: karyn.k.ayre@kcl.ac.uk

Affiliations Section of Women’s Mental Health, Health Service and Population Research Department, Institute of Psychiatry, Psychology and Neuroscience, Kings College London, London, United Kingdom, South London and Maudsley NHS Foundation Trust, Bethlem Royal Hospital, Kent, London, United Kingdom

https://orcid.org/0000-0001-9602-4485

⨯
André Bittar ,

Contributed equally to this work with: Karyn Ayre, André Bittar

Roles Data curation, Formal analysis, Investigation, Methodology, Project administration, Resources, Software, Writing – review & editing

Affiliation Academic Department of Psychological Medicine, Institute of Psychiatry, Psychology and Neuroscience, Kings College London, London, United Kingdom
⨯
Joyce Kam,

Roles Formal analysis

Affiliation King’s College London GKT School of Medical Education, London, United Kingdom
⨯
Somain Verma,

Roles Formal analysis

Affiliation King’s College London GKT School of Medical Education, London, United Kingdom
⨯
Louise M. Howard,

Roles Conceptualization, Supervision, Writing – review & editing

Affiliations Section of Women’s Mental Health, Health Service and Population Research Department, Institute of Psychiatry, Psychology and Neuroscience, Kings College London, London, United Kingdom, South London and Maudsley NHS Foundation Trust, Bethlem Royal Hospital, Kent, London, United Kingdom
⨯
Rina Dutta

Roles Methodology, Supervision, Writing – review & editing

Affiliations South London and Maudsley NHS Foundation Trust, Bethlem Royal Hospital, Kent, London, United Kingdom, Academic Department of Psychological Medicine, Institute of Psychiatry, Psychology and Neuroscience, Kings College London, London, United Kingdom
⨯

Developing a Natural Language Processing tool to identify perinatal self-harm in electronic healthcare records

Karyn Ayre,
André Bittar,
Joyce Kam,
Somain Verma,
Louise M. Howard,
Rina Dutta

Published: August 4, 2021
https://doi.org/10.1371/journal.pone.0253809

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