An Artificial Neural Network Stratifies the Risks of Reintervention and Mortality after Endovascular Aneurysm Repair; a Retrospective Observational study

Alan Karthikesalingam; Omneya Attallah; Xianghong Ma; Sandeep Singh Bahia; Luke Thompson; Alberto Vidal-Diez; Edward C. Choke; Matt J. Bown; Robert D. Sayers; Matt M. Thompson; Peter J. Holt

doi:10.1371/journal.pone.0129024

Loading metrics

Open Access

Peer-reviewed

Research Article

An Artificial Neural Network Stratifies the Risks of Reintervention and Mortality after Endovascular Aneurysm Repair; a Retrospective Observational study

Alan Karthikesalingam,

Affiliation Department of Outcomes Research, St George’s Vascular Institute, London, SW17 0QT, United Kingdom
⨯
Omneya Attallah,

Affiliations College of Engineering and Applied Science, Aston University, Birmingham, B4 7ET, United Kingdom, Department of Electronics and Communications Engineering, Arab Academy for Science and Technology and Maritime Transport, Alexandria, Egypt
⨯
Xianghong Ma,

Affiliation College of Engineering and Applied Science, Aston University, Birmingham, B4 7ET, United Kingdom
⨯
Sandeep Singh Bahia ,

* E-mail: bahia_sandeep@yahoo.co.uk

Affiliation Department of Outcomes Research, St George’s Vascular Institute, London, SW17 0QT, United Kingdom
⨯
Luke Thompson,

Affiliation Department of Outcomes Research, St George’s Vascular Institute, London, SW17 0QT, United Kingdom
⨯
Alberto Vidal-Diez,

Affiliations Department of Outcomes Research, St George’s Vascular Institute, London, SW17 0QT, United Kingdom, Department of Community Health Sciences, St George’s University of London, London, SW17 0QT, United Kingdom
⨯
Edward C. Choke,

Affiliation Vascular Surgery Group, University of Leicester, Robert Kilpatrick Clinical Sciences Building, Leicester Royal Infirmary, Leicester, LE2 7LX, United Kingdom
⨯
Matt J. Bown,

Affiliation Vascular Surgery Group, University of Leicester, Robert Kilpatrick Clinical Sciences Building, Leicester Royal Infirmary, Leicester, LE2 7LX, United Kingdom
⨯
Robert D. Sayers,

Affiliation Vascular Surgery Group, University of Leicester, Robert Kilpatrick Clinical Sciences Building, Leicester Royal Infirmary, Leicester, LE2 7LX, United Kingdom
⨯
Matt M. Thompson,

Affiliation Department of Outcomes Research, St George’s Vascular Institute, London, SW17 0QT, United Kingdom
⨯
Peter J. Holt

Affiliation Department of Outcomes Research, St George’s Vascular Institute, London, SW17 0QT, United Kingdom
⨯

An Artificial Neural Network Stratifies the Risks of Reintervention and Mortality after Endovascular Aneurysm Repair; a Retrospective Observational study

Alan Karthikesalingam,
Omneya Attallah,
Xianghong Ma,
Sandeep Singh Bahia,
Luke Thompson,
Alberto Vidal-Diez,
Edward C. Choke,
Matt J. Bown,
Robert D. Sayers,
Matt M. Thompson

Published: July 15, 2015
https://doi.org/10.1371/journal.pone.0129024

Reader Comments (0)

Post a new comment on this article

Subject Areas
?

For more information about PLOS Subject Areas, click here.
We want your feedback. Do these Subject Areas make sense for this article? Click the target next to the incorrect Subject Area and let us know. Thanks for your help!

Artificial neural networks
Is the Subject Area "Artificial neural networks" applicable to this article?

Thanks for your feedback.
Aneurysms
Is the Subject Area "Aneurysms" applicable to this article?

Thanks for your feedback.
Medical risk factors
Is the Subject Area "Medical risk factors" applicable to this article?

Thanks for your feedback.
Computed axial tomography
Is the Subject Area "Computed axial tomography" applicable to this article?

Thanks for your feedback.
Renal arteries
Is the Subject Area "Renal arteries" applicable to this article?

Thanks for your feedback.
Stenosis
Is the Subject Area "Stenosis" applicable to this article?

Thanks for your feedback.
Surgical and invasive medical procedures
Is the Subject Area "Surgical and invasive medical procedures" applicable to this article?

Thanks for your feedback.
Ultrasound imaging
Is the Subject Area "Ultrasound imaging" applicable to this article?

Thanks for your feedback.