Bruce Guthrie

University of Edinburgh - Advanced Care Research Centre

SCHOLARLY PAPERS

8

DOWNLOADS

648

TOTAL CITATIONS

2

Scholarly Papers (8)

1.

Risk Prediction for Poor Outcome and Death in Hospital In-Patients with COVID-19: Derivation in Wuhan, China and External Validation in London, UK

Number of pages: 27 Posted: 04 Jun 2020
University of Edinburgh - Centre for Medical Informatics, University of Edinburgh - Centre for Global Health, Tongji University - Department of Respiratory and Critical Care Medicine, Government of the People's Republic of China - Department of Pulmonary and Critical Care Medicine, Tongji University - Department of Pulmonary and Critical Care Medicine, University of London - Faculty of Psychiatry, Psychology & Neuroscience - Department of Biostatistics and Health Informatics, University of London - Faculty of Psychiatry, Psychology & Neuroscience - Department of Biostatistics and Health Informatics, King’s College Hospital, Department of Neurosciences, Tongji University - Department of Pulmonary and Critical Care Medicine, Tongji University - Department of Pulmonary and Critical Care Medicine, Jianghan University - Department of Pulmonary and Critical Care Medicine, University of Edinburgh - Queen’s Medical Research Institute - Centre for Inflammation Research, Nanjing University of Information Science & Technology - School of Computer and Software, Tongji University - Department of Respiratory and Critical Care Medicine and University of Edinburgh - Advanced Care Research Centre
Downloads 137 (432,389)
Citation 2

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COVID-19; SARS-CoV-2; prognosis; Risk Prediction Model; External Validation; China; United Kingdom

2.
Downloads 126 (461,939)

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Multimorbidity (MESH D000076322), Guidelines as topic (MESH D017408), Quality of healthcare (MESH D011787), Statistical models (MESH D015233), Risk factors (MESH D012307), Models - economic (MESH D018803), Cost-benefit analysis (MESH D003362)

3.

Robustly Measuring Multiple Long-Term Health Conditions Using Disparate Linked Datasets in UK Biobank

Number of pages: 26 Posted: 13 Jun 2024
University of Edinburgh, University of Edinburgh, University of Edinburgh, University of Edinburgh - Usher Institute of Population Health Sciences and Informatics, Edinburgh Study Advisory Board, Health Data Research UK, University of Edinburgh, University of Dundee, University of Edinburgh and University of Edinburgh - Advanced Care Research Centre
Downloads 123 (470,579)

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Multimorbidity, Multiple long-term condtions, Electronic health records, UK Biobank, Primary care, Health conditions, Phenotype

4.

Associations between Morbidities in Small But Important Subgroups: A Novel Bayesian Approach for Robust Multimorbidity Analysis with Small Sample Sizes

Number of pages: 17 Posted: 07 Aug 2023
University of Edinburgh - School of Informatics, University of Edinburgh - School of Informatics, University of Edinburgh - Artificial Intelligence and its Applications Institute, University of Edinburgh - BHF Centre for Cardiovascular Science, University of Edinburgh - Usher Institute of Population Health Sciences and Informatics and University of Edinburgh - Advanced Care Research Centre
Downloads 109 (515,258)

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Multimorbidity, association measures, network analysis, relative risk, Bayesian inference, modelling, small sample size, associations beyond chance

5.

Clustering Long-Term Health Conditions Among 67728 People with Multimorbidity Using Electronic Health Records in Scotland

Number of pages: 18 Posted: 27 Dec 2022
University of St. Andrews - School of Medicine, University of Oxford - Nuffield Department of Primary Care Health Sciences, University of St. Andrews - School of Medicine, University of St. Andrews - School of Medicine, University College London - Department of Computer Science, University College London - Department of Computer Science, Swansea University - Population Data Science, Swansea University - Population Data Science, Swansea University - Population Data Science, Swansea University - Population Data Science, University College London - Institute of Health Informatics, University of Cambridge - MRC Biostatistics Unit, Queen's University Belfast - Centre for Public Health, Queen Mary University of London - Wolfson Institute of Population Health, Queen Mary University of London - Wolfson Institute of Population Health, University of Leicester - Department of Genetics & Genome Biology, University of Cambridge - MRC Biostatistics Unit, University of Birmingham - Institute of Applied Health Research, University of Edinburgh - Advanced Care Research Centre, University of St. Andrews - School of Medicine, University of Leicester - Department of Population Health Sciences, University of Leicester - Leicester Diabetes Centre, University of Warwick - Department of Statistics and University of St. Andrews - School of Medicine
Downloads 75 (650,452)

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Cluster of conditions, multimorbidity, Elixhauser comorbidity index, electronic health records

6.

Depression and Multimorbidity: A Cohort Study of Physical Health Condition Accrual in UK Biobank

Number of pages: 23 Posted: 05 Aug 2024
University of Edinburgh, University of Edinburgh - Advanced Care Research Centre, University of Edinburgh, Edinburgh Study Advisory Board, University of Edinburgh - Usher Institute of Population Health Sciences and Informatics, University of Dundee, University of Edinburgh - Edinburgh Clinical Trials Unit (ECTU), University of Edinburgh, Health Data Research UK and University of Edinburgh
Downloads 42 (851,411)

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depression, multimorbidity

7.

Assessment of Clinical Trial Applicability in Cochrane Systematic Reviews: A Protocol for a Systematic Scoping Review

Number of pages: 13 Posted: 05 Aug 2024
University of Dundee, University of Edinburgh - Advanced Care Research Centre, University of Edinburgh - Advanced Care Research Centre and University of Dundee
Downloads 28 (979,605)

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Applicability, Cochrane reviews, Systematic reviews, Clinical trials

8.

Infusing Clinical Knowledge into Language Models by Subword Optimisation and Embedding Initialisation

Number of pages: 38 Posted: 05 Nov 2024
University College London, Nanjing University of Information Science & Technology - School of Computer and Software, University College London, University College London, University of Edinburgh, University of Edinburgh, University of Edinburgh - Usher Institute of Population Health Sciences and Informatics, University of Edinburgh, University of Edinburgh and University of Edinburgh - Advanced Care Research Centre
Downloads 8 (1,218,192)

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Tokenisation, Language Model, Clinical Concept and Relation Extraction, ICD-9 Coding Classification, Phenotype Identification, Document Classification