Gabriella Moraes

Government of the United Kingdom - Moorfields Eye Hospital

London

United Kingdom

SCHOLARLY PAPERS

2

DOWNLOADS

324

SSRN CITATIONS

1

CROSSREF CITATIONS

0

Scholarly Papers (2)

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, Government of the United Kingdom - Moorfields Eye Hospital, Medignition, Inc, Government of the United Kingdom - Moorfields Eye Hospital and University Hospitals Birmingham, Department of Ophthalmology
Downloads 269 (114,065)
Citation 1

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, Government of the United Kingdom - Moorfields Eye Hospital, Medignition, Inc, University Hospitals Birmingham, Department of Ophthalmology and Government of the United Kingdom - NIHR Biomedical Research Centre for Ophthalmology
Downloads 55 (374,802)

Abstract:

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Deep learning, Automated deep learning, Neural architecture search