Shantini Paranjothy

University of Aberdeen - Centre for Health Data Science

SCHOLARLY PAPERS

2

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201

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0

Scholarly Papers (2)

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1.

Predicting Type 1 Diabetes in Children Using Electronic Health Records in Primary Care: The Development and Validation of a Machine Learning Algorithm

Number of pages: 21 Posted: 08 Mar 2023
Rhian Daniel, Hywel Jones, John W. Gregory, Ambika Shetty, Nick Francis, Shantini Paranjothy and Julia Townson
Cardiff University - Division of Population Medicine, Cardiff University - Division of Population Medicine, Cardiff University - Division of Population Medicine, Noah's Ark Children's Hospital for Wales, University of Southampton - Primary Care Research Centre, University of Aberdeen - Centre for Health Data Science and Cardiff University - Centre for Trials Research
Downloads 104 (563,704)

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machine learning, type 1 diabetes, childhood, diagnosis, predictive tool, electronic health records

2.

Associations between Receipt of Social Services Interventions, Educational Outcomes and Emergency Hospital Admissions: Longitudinal Analyses of National Administrative Health, Social Care, And Education Data in Wales, UK

Number of pages: 22 Posted: 30 Aug 2022
Emily Lowthian, Graham Moore, Annette Evans, Rebecca Anthony, Muhammad Azizur Rahman, Rhian Daniel, Sinead Brophy, Jonathan Scourfield, Chris Taylor, Shantini Paranjothy and Sara Long
Swansea University - Department of Education and Childhood Studies, Cardiff University - School of Social Sciences, Cardiff University, Cardiff University - Wolfson Centre for Young People’s Mental Health, Cardiff Metropolitan University - Cardiff School of Technologies, Cardiff University - Division of Population Medicine, Swansea University - National Centre for Population Health and Wellbeing Research, Children’s Social Care Research and Development Centre (CASCADE), Cardiff University, University of Aberdeen - Centre for Health Data Science and Cardiff University - School of Social Sciences
Downloads 97 (591,498)

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Looked-after Children, Children in Need, Children in Care Adversity, education attainment, hospital admissions, administrative data