Alastair Denniston

Government of the United Kingdom - NIHR Biomedical Research Centre for Ophthalmology

London

United Kingdom

University Hospitals Birmingham, Department of Ophthalmology

Birmingham

United Kingdom

University of Birmingham - Academic Unit of Ophthalmology

Birmingham

United Kingdom

University of Birmingham - Centre for Patient Reported Outcome Research

Birmingham

United Kingdom

SCHOLARLY PAPERS

6

DOWNLOADS

929

TOTAL CITATIONS
Rank 35,052

SSRN RANKINGS

Top 35,052

in Total Papers Citations

15

Scholarly Papers (6)

1.

Deep Learning Under Scrutiny: Performance Against Health Care Professionals in Detecting Diseases from Medical Imaging - Systematic Review and Meta-Analysis

Number of pages: 33 Posted: 13 May 2019
Cantonal Hospital of Lucerne, Government of the United Kingdom - Moorfields Eye Hospital, University Hospitals Birmingham, Department of Ophthalmology, University Hospitals Birmingham, Department of Ophthalmology, University of Birmingham - Academic Unit of Ophthalmology, Government of the United Kingdom - Moorfields Eye Hospital, Government of the United Kingdom - Moorfields Eye Hospital, Government of the United Kingdom - NIHR Biomedical Research Centre for Ophthalmology, Government of the United Kingdom - Moorfields Eye Hospital, Google DeepMind, Cantonal Hospital of Lucerne, The Scripps Research Institute - The Scripps Research Institute California, Moorfields Eye Hospital - Ophthalmic Reading Centre, Medignition, Inc, Government of the United Kingdom - Moorfields Eye Hospital and Government of the United Kingdom - NIHR Biomedical Research Centre for Ophthalmology
Downloads 475 (131,237)
Citation 9

Abstract:

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Artificial intelligence, machine learning, deep learning, medical imaging, diagnosis, classification, diagnostic accuracy, sensitivity, specificity, systematic review, meta-analysis

2.

Feasibility of Automated Deep Learning Design for Medical Image Classification by Healthcare Professionals with Limited Coding Experience

Number of pages: 37 Posted: 14 Jun 2019
Cantonal Hospital of Lucerne, Government of the United Kingdom - NIHR Biomedical Research Centre for Ophthalmology, Government of the United Kingdom - Moorfields Eye Hospital, Government of the United Kingdom - Moorfields Eye Hospital, Beaumont Eye Institute, Google DeepMind, Google DeepMind, Government of the United Kingdom - NIHR Biomedical Research Centre for Ophthalmology, Government of the United Kingdom - NIHR Biomedical Research Centre for Ophthalmology, Government of the United Kingdom - Moorfields Eye Hospital, Government of the United Kingdom - Moorfields Eye Hospital, Cantonal Hospital of Lucerne, Government of the United Kingdom - NIHR Biomedical Research Centre for Ophthalmology, Moorfields Eye Hospital - Ophthalmic Reading Centre, Medignition, Inc, Government of the United Kingdom - NIHR Biomedical Research Centre for Ophthalmology and Government of the United Kingdom - NIHR Biomedical Research Centre for Ophthalmology
Downloads 207 (318,492)
Citation 3

Abstract:

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Deep learning, Automated deep learning, Neural architecture search

3.

Ethnicity and Risk of Death in Patients Hospitalised for COVID-19 Infection: An Observational Cohort Study in an Urban Catchment Area

Number of pages: 23 Posted: 03 Jun 2020
University of Birmingham - PIONEER Health Data Research Hub for Acute Care, Department of Health Informatics, University Hospitals Birmingham NHS Foundation Trust, Department of Health Informatics, University Hospitals Birmingham NHS Foundation Trust, Queen Elizabeth Hospitals NHS Foundation Trust - NIHR Clinical Research Facility Birmingham, Department of Health Informatics, University Hospitals Birmingham NHS Foundation Trust, University Hospitals Birmingham NHS Foundation Trust - Department of Health Informatics, Department of Health Informatics, University Hospitals Birmingham NHS Foundation Trust, Department of Health Informatics, University Hospitals Birmingham NHS Foundation Trust, Department of Health Informatics, University Hospitals Birmingham NHS Foundation Trust, Department of Health Informatics, University Hospitals Birmingham NHS Foundation Trust, Department of Health Informatics, University Hospitals Birmingham NHS Foundation Trust, University of Birmingham - Institute of Applied Health Research, The Medical School, College of Medicine and Dentistry, University of Birmingham Medical School, The Medical School, College of Medicine and Dentistry, University of Birmingham Medical School, The Medical School, College of Medicine and Dentistry, University of Birmingham Medical School, Department of Cardiothoracic surgery, University Hospitals Birmingham NHS Foundation Trust, Department of Renal Medicine, University Hospitals Birmingham NHS Foundation Trust, Government of the United Kingdom - NIHR Biomedical Research Centre for Ophthalmology and Queen Elizabeth Hospitals NHS Foundation Trust - HDR-UK Midlands Site and Better Care Programme
Downloads 94 (604,118)
Citation 3

Abstract:

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COVID-19, respiratory, pneumonia, intensive care, mortality, morbidity, ethnicity, age, sex, deprivation

4.

Associations between Fenofibrate and Risk of Sight-Threatening Diabetic Retinopathy in People with Type 2 Diabetes and No Background Diabetic Retinopathy: A Population-Based Cohort Study

Number of pages: 29 Posted: 24 Sep 2024
University of Birmingham, University of Birmingham, University of Birmingham, University of Birmingham, Government of the United Kingdom - NIHR Biomedical Research Centre for Ophthalmology, University of Birmingham, University of Birmingham, University of Birmingham - Institute of Applied Health Research and University of Birmingham - Institute of Applied Health Research
Downloads 84 (652,212)

Abstract:

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Type 2 diabetes, no background diabetic retinopathy, dyslipidemia medications, fenofibrate, sight-threatening diabetic retinopathy

5.

Development and External Validation of Prognostic Models for COVID-19 to Support Risk Stratification in Secondary Care

Number of pages: 31 Posted: 25 Jan 2021
University of Birmingham - Institute of Applied Health Research, University of Birmingham - Institute of Applied Health Research, University of Birmingham - Institute of Applied Health Research, University of Birmingham - Institute of Applied Health Research, Institute of Applied Health Research, University of Birmingham, University of Birmingham - Institute of Applied Health Research, University of Birmingham - Institute of Applied Health Research, University College London - University College London Hospitals NHS Foundation Trust, University of Birmingham - Institute of Inflammation and Ageing, University of Birmingham, Department of Health Informatics, University Hospitals Birmingham NHS Foundation Trust, University of Birmingham, Government of the United Kingdom - NIHR Biomedical Research Centre for Ophthalmology, University of Birmingham - PIONEER Health Data Research Hub for Acute Care and University of Birmingham - Institute of Applied Health Research
Downloads 46 (885,967)

Abstract:

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6.

Teleophthalmology and Artificial Intelligence for Community Optometry Referrals: A Cluster Superiority Randomised Controlled Trial with a Linked Prospective AI Validation - The HERMES Study

Number of pages: 25 Posted: 26 Mar 2025
Government of the United Kingdom - Moorfields Eye Hospital, Government of the United Kingdom - Moorfields Eye Hospital, King’s College London, University College London, Government of the United Kingdom - Moorfields Eye Hospital, University College London, University of London, Government of the United Kingdom - Moorfields Eye Hospital, King’s College London - Department of Public Health Sciences, Newcastle University, Newcastle University, Newcastle University, NHS Foundation Trust - London North West Healthcare NHS Trust, North West Anglia NHS Foundation Trust, The University of Manchester, Government of the United Kingdom - NIHR Biomedical Research Centre for Ophthalmology, Government of the United Kingdom - NIHR Biomedical Research Centre for Ophthalmology, Government of the United Kingdom - Moorfields Eye Hospital, Government of the United Kingdom - NIHR Biomedical Research Centre for Ophthalmology, Government of the United Kingdom - Biomedical Research Centre, London School of Hygiene & Tropical Medicine and Moorfields Eye Hospital - Ophthalmic Reading Centre
Downloads 23 (1,177,317)

Abstract:

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ophthalmology, telemedicine, teleophthalmology, medical AI, digital health, retinal disease, primary care, referrals, community optometry, optical coherence tomography