Publications by authors named "Emily Jefferson"

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The impact of varying the number and selection of conditions on estimated multimorbidity prevalence: A cross-sectional study using a large, primary care population dataset.
Clare MacRae, Megan McMinn, Stewart W Mercer, David Henderson, David A McAllister, Iris Ho, Emily Jefferson, Daniel R Morales, Jane Lyons, Ronan A Lyons

PLoS Med· April 2023

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Demographic, behavioral, and ecological data from a long-term field study of wild baboons in Amboseli, Kenya.
Chelsea A Southworth, Jack C Winans, Jacob B Gordon, Niki H Learn, William A Wilber, Emily E Jefferson

bioRxiv· October 2025

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Corrigendum to "A pipeline for harmonising NHS Scotland laboratory data to enable national-level analyses". [J. Biomed. Inform. 162 (2025) 104771].
Chuang Gao, Shahzad Mumtaz, Sophie McCall, Katherine O'Sullivan, Mark McGilchrist, Emily Jefferson

J Biomed Inform· September 2025

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Conversion of Sensitive Data to the Observational Medical Outcomes Partnership Common Data Model: Protocol for the Development and Use of Carrot.
Samuel Cox, Erum Masood, Vasiliki Panagi, Calum Macdonald, Gordon Milligan, Emily Jefferson

JMIR Res Protoc· April 2025

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Identification of hypertension subtypes using microRNA profiles and machine learning.
Smarti Reel, Parminder S Reel, Josie Van Kralingen, Casper K Larsen, Stacy Robertson, Emily Jefferson

Eur J Endocrinol· March 2025

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A pipeline for harmonising NHS Scotland laboratory data to enable national-level analyses.
Chuang Gao, Shahzad Mumtaz, Sophie McCall, Katherine O'Sullivan, Mark McGilchrist, Emily Jefferson

J Biomed Inform· February 2025

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A Digital Tool for Clinical Evidence-Driven Guideline Development by Studying Properties of Trial Eligible and Ineligible Populations: Development and Usability Study.
Shahzad Mumtaz, Megan McMinn, Christian Cole, Chuang Gao, Christopher Hall, Emily Jefferson

J Med Internet Res· January 2025

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Energetic costs of social dominance in wild male baboons.
Laurence R Gesquiere, Christine Adjangba, Georgia Young, Clara Brandon, Sophie Parker, Emily E Jefferson

Proc Biol Sci· January 2025

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A SARS-CoV-2 minimum data standard to support national serology reporting.
Esmond Urwin, Joanne Martin, Neil Sebire, Andy Harris, Jenny Johnson, Emily Jefferson

Ann Clin Biochem· November 2024

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The Challenges and Lessons Learned Building a New UK Infrastructure for Finding and Accessing Population-Wide COVID-19 Data for Research and Public Health Analysis: The CO-CONNECT Project.
Emily Jefferson, Gordon Milligan, Jenny Johnston, Shahzad Mumtaz, Christian Cole

J Med Internet Res· November 2024

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Artificial intelligence-assisted automated heart failure detection and classification from electronic health records.
Mon Myat Oo, Chuang Gao, Christian Cole, Yoran Hummel, Magalie Guignard-Duff, Emily Jefferson

ESC Heart Fail· October 2024

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Creating a next-generation phenotype library: the health data research UK Phenotype Library.
Daniel S Thayer, Shahzad Mumtaz, Muhammad A Elmessary, Ieuan Scanlon, Artur Zinnurov, Emily Jefferson

JAMIA Open· July 2024

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Association of adrenal steroids with metabolomic profiles in patients with primary and endocrine hypertension.
Robin Knuchel, Zoran Erlic, Sven Gruber, Laurence Amar, Casper K Larsen, Emily Jefferson

Front Endocrinol (Lausanne)· April 2024

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Machine learning models in trusted research environments - understanding operational risks.
Felix Ritchie, Amy Tilbrook, Christian Cole, Emily Jefferson, Susan Krueger

Int J Popul Data Sci· February 2024

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The Scottish Medical Imaging Archive: 57.3 Million Radiology Studies Linked to Their Medical Records.
Rob Baxter, Thomas Nind, James Sutherland, Gordon McAllister, Douglas Hardy, Emily Jefferson

Radiol Artif Intell· January 2024

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Impact of data source choice on multimorbidity measurement: a comparison study of 2.3 million individuals in the Welsh National Health Service.
Clare MacRae, Daniel Morales, Stewart W Mercer, Nazir Lone, Andrew Lawson, Emily Jefferson

BMC Med· August 2023

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Age, sex, and socioeconomic differences in multimorbidity measured in four ways: UK primary care cross-sectional analysis.
Clare MacRae, Stewart W Mercer, David Henderson, Megan McMinn, Daniel R Morales, Emily Jefferson

Br J Gen Pract· April 2023

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Disclosure control of machine learning models from trusted research environments (TRE): New challenges and opportunities.
Esma Mansouri-Benssassi, Simon Rogers, Smarti Reel, Maeve Malone, Jim Smith, Emily Jefferson

Heliyon· April 2023

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A Hybrid Architecture (CO-CONNECT) to Facilitate Rapid Discovery and Access to Data Across the United Kingdom in Response to the COVID-19 Pandemic: Development Study.
Emily Jefferson, Christian Cole, Shahzad Mumtaz, Samuel Cox, Thomas Charles Giles

J Med Internet Res· December 2022

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Whole blood methylome-derived features to discriminate endocrine hypertension.
Roberta Armignacco, Parminder S Reel, Smarti Reel, Anne Jouinot, Amandine Septier, Emily Jefferson

Clin Epigenetics· November 2022

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Machine learning for classification of hypertension subtypes using multi-omics: A multi-centre, retrospective, data-driven study.
Parminder S Reel, Smarti Reel, Josie C van Kralingen, Katharina Langton, Katharina Lang, Emily Jefferson

EBioMedicine· October 2022

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Next-Generation Capabilities in Trusted Research Environments: Interview Study.
Sanaz Kavianpour, James Sutherland, Esma Mansouri-Benssassi, Natalie Coull, Emily Jefferson

J Med Internet Res· September 2022

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Predicting Hypertension Subtypes with Machine Learning Using Targeted Metabolites and Their Ratios.
Smarti Reel, Parminder S Reel, Zoran Erlic, Laurence Amar, Alessio Pecori, Emily R Jefferson

Metabolites· August 2022

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Preanalytical Pitfalls in Untargeted Plasma Nuclear Magnetic Resonance Metabolomics of Endocrine Hypertension.
Nikolaos G Bliziotis, Leo A J Kluijtmans, Gerjen H Tinnevelt, Parminder Reel, Smarti Reel, Emily Jefferson

Metabolites· July 2022

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A National Network of Safe Havens: Scottish Perspective.
Chuang Gao, Mark McGilchrist, Shahzad Mumtaz, Christopher Hall, Lesley Ann Anderson, Emily Jefferson

J Med Internet Res· March 2022

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