Amos Storkey - Publications, H-index & Citations

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Amos Storkey

University of Edinburgh

46H-index

264Paper Count

1.3WCitation Count

Published Papers 16

Publication Date

Choroidalyzer: An Open-Source, End-to-End Pipeline for Choroidal Analysis in Optical Coherence Tomography

INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE

IF4.7

2024-06-04

OAAI

Engelmann, Justin; Burke, Jamie; Hamid, Charlene; Reid-Schachter, Megan; Pugh, Dan; Dhaun, Neeraj; Moukaddem, Diana; Gray, Lyle; Strang, Niall; McGraw, Paul; Storkey, Amos; Steptoe, Paul J.; King, Stuart; MacGillivray, Tom; Bernabeu, Miguel O.; Maccormick, Ian J. C.

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Prediction of retinopathy progression using deep learning on retinal images within the Scottish screening programme

BRITISH JOURNAL OF OPHTHALMOLOGY

IF3.5

2024-02-05

OAAI

Mellor, Joseph; Jiang, Wenhua; Fleming, Alan; McGurnaghan, Stuart J.; Blackbourn, Luke A. K.; Styles, Caroline; Storkey, Amos; McKeigue, Paul M.; Colhoun, Helen M.

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Deep learning detection of diabetic retinopathy in Scotland's diabetic eye screening programme

BRITISH JOURNAL OF OPHTHALMOLOGY

IF3.5

2023-09-13

OAAI

Fleming, Alan D.; Mellor, Joseph; Mcgurnaghan, Stuart J.; Blackbourn, Luke A. K.; Goatman, Keith A.; Styles, Caroline; Storkey, Amos J.; Mckeigue, Paul M.; Colhoun, Helen M.

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Can deep learning on retinal images augment known risk factors for cardiovascular disease prediction in diabetes? A prospective cohort study from the national screening programme in Scotland

INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS

IF4.1

2023-07-01

OAAI

Mellor, Joseph; Jiang, Wenhua; Fleming, Alan; McGurnaghan, Stuart J.; Blackbourn, Luke; Styles, Caroline; Storkey, Amos J.; McKeigue, Paul M.; Colhoun, Helen M.

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Toward real-world automated antibody design with combinatorial Bayesian optimization

CELL REPORTS METHODS

IF4.5

2023-01-01

OAAI

Khan, Asif; Cowen-Rivers, Alexander I.; Grosnit, Antoine; Deik, Derrick-Goh-Xin; Robert, Philippe A.; Greiff, Victor; Smorodina, Eva; Rawat, Puneet; Akbar, Rahmad; Dreczkowski, Kamil; Tutunov, Rasul; Bou-Ammar, Dany; Wang, Jun; Storkey, Amos; Bou-Ammar, Haitham

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Detecting multiple retinal diseases in ultra-widefield fundus imaging and data-driven identification of informative regions with deep learning

NATURE MACHINE INTELLIGENCE

IF23.9

2022-12-08

PREAI

Engelmann, Justin; McTrusty, Alice D.; MacCormick, Ian J. C.; Pead, Emma; Storkey, Amos; Bernabeu, Miguel O.

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Accuracy of Automated Computer-Aided Diagnosis for Stroke Imaging: A Critical Evaluation of Current Evidence

STROKE

IF8.9

2022-07-01

OAAI

Wardlaw, Joanna M.; Mair, Grant; von Kummer, Rudiger; Williams, Michelle C.; Li, Wenwen; Storkey, Amos J.; Trucco, Emanuel; Liebeskind, David S.; Farrall, Andrew; Bath, Philip M.; White, Philip

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Substituting Convolutions for Neural Network Compression

IEEE ACCESS

IF3.6

2021-01-01

OAAI

Crowley, Elliot J.; Gray, Gavin; Turner, Jack; Storkey, Amos

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Individualized prediction of psychosis in subjects with an at-risk mental state

SCHIZOPHRENIA RESEARCH

IF3.5

2019-12-01

OAAI

Zarogianni, Eleni; Storkey, Amos J.; Borgwardt, Stefan; Smieskova, Renata; Studerus, Erich; Riecher-Rossler, Anita; Lawrie, Stephen M.

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Improved individualized prediction of schizophrenia in subjects at familial high risk, based on neuroanatomical data, schizotypal and neurocognitive features

SCHIZOPHRENIA RESEARCH

IF3.5

2017-03-01

OAAI

Zarogianni, Eleni; Storkey, Amos J.; Johnstone, Eve C.; Owens, David G. C.; Lawrie, Stephen M.

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Evaluation of a pre-surgical functional MRI workflow: From data acquisition to reporting

INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS

IF4.1

2016-02-01

OAAI

Pernet, Cyril R.; Gorgolewski, Krzysztof J.; Job, Dominic; Rodriguez, David; Storkey, Amos; Whittle, Ian; Wardlaw, Joanna

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Reduced Structural Connectivity Within a Prefrontal-Motor-Subcortical Network in Amyotrophic Lateral Sclerosis

JOURNAL OF MAGNETIC RESONANCE IMAGING

IF3.5

2014-07-14

OAAI

Buchanan, Colin R.; Pettit, Lewis D.; Storkey, Amos J.; Abrahams, Sharon; Bastin, Mark E.

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IMPROVED INDIVIDUALISED PREDICTION OF SCHIZOPHRENIA IN SUBJECTS AT GENETIC HIGH RISK, BASED ON NEUROANATOMICAL AND CLINICAL DATA

SCHIZOPHRENIA RESEARCH

IF3.5

2014-04-01

PREAI

Zarogianni, Eleni; Storkey, Amos J.; Moorhead, Thomas W. J.; Lawrie, Stephen

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A test-retest fMRI dataset for motor, language and spatial attention functions

GIGASCIENCE

IF3.9

2013-04-29

OAAI

Gorgolewski, Krzysztof J.; Storkey, Amos; Bastin, Mark E.; Whittle, Ian R.; Wardlaw, Joanna M.; Pernet, Cyril R.

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IMAGE ANALYSIS FOR COSMOLOGY: RESULTS FROM THE GREAT10 STAR CHALLENGE

ASTROPHYSICAL JOURNAL SUPPLEMENT SERIES

IF8.5

2013-03-05

OAAI

Kitching, T. D.; Rowe, B.; Gill, M.; Heymans, C.; Massey, R.; Witherick, D.; Courbin, F.; Georgatzis, K.; Gentile, M.; Gruen, D.; Kilbinger, M.; Li, G. L.; Mariglis, A. P.; Meylan, G.; Storkey, A.; Xin, B.

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A Probabilistic model-based approach to consistent white matter tract segmentation

IEEE TRANSACTIONS ON MEDICAL IMAGING

IF9.8

2007-11-01

PREAI

Clayden, Jonathan D.; Storkey, Amos J.; Bastin, Mark E.

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Research Directions