Hyperparameter Optimisation and Validation of Registration Algorithms for Measuring Regional Ventricular Deformation using Retrospective Gated Computed Tomography Images

Orod Razeghi; Mattias Paul Heinrich; Thomas Fastl; Cesare Corrado; Rashed Karim; Adelaide De Vecchi; Tom Banks; Patrick Donnelly; Jonathan Behar; Justin Gould; Ronak Rajani; Christopher Aldo Rinaldi; Steven Niederer

doi:10.1038/s41598-021-84935-x

Hyperparameter Optimisation and Validation of Registration Algorithms for Measuring Regional Ventricular Deformation using Retrospective Gated Computed Tomography Images

Orod Razeghi, Mattias Paul Heinrich, Thomas Fastl, Cesare Corrado, Rashed Karim, Adelaide De Vecchi, Tom Banks, Patrick Donnelly, Jonathan Behar, Justin Gould, Ronak Rajani, Christopher Aldo Rinaldi, Steven Niederer

Research output: Contribution to journal › Article › peer-review

4 Citations (Scopus)

Original language	English
Journal	Nature Scientific Reports
DOIs	https://doi.org/10.1038/s41598-021-84935-x
Publication status	Accepted/In press - 4 Jan 2021

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10.1038/s41598-021-84935-x

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Razeghi, O., Heinrich, M. P., Fastl, T., Corrado, C., Karim, R., De Vecchi, A., Banks, T., Donnelly, P., Behar, J., Gould, J., Rajani, R., Rinaldi, C. A., & Niederer, S. (Accepted/In press). Hyperparameter Optimisation and Validation of Registration Algorithms for Measuring Regional Ventricular Deformation using Retrospective Gated Computed Tomography Images. Nature Scientific Reports. https://doi.org/10.1038/s41598-021-84935-x

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title = "Hyperparameter Optimisation and Validation of Registration Algorithms for Measuring Regional Ventricular Deformation using Retrospective Gated Computed Tomography Images",

author = "Orod Razeghi and Heinrich, {Mattias Paul} and Thomas Fastl and Cesare Corrado and Rashed Karim and {De Vecchi}, Adelaide and Tom Banks and Patrick Donnelly and Jonathan Behar and Justin Gould and Ronak Rajani and Rinaldi, {Christopher Aldo} and Steven Niederer",

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Razeghi, O, Heinrich, MP, Fastl, T , Corrado, C, Karim, R, De Vecchi, A, Banks, T, Donnelly, P, Behar, J, Gould, J, Rajani, R , Rinaldi, CA & Niederer, S 2021, 'Hyperparameter Optimisation and Validation of Registration Algorithms for Measuring Regional Ventricular Deformation using Retrospective Gated Computed Tomography Images', Nature Scientific Reports. https://doi.org/10.1038/s41598-021-84935-x

TY - JOUR

T1 - Hyperparameter Optimisation and Validation of Registration Algorithms for Measuring Regional Ventricular Deformation using Retrospective Gated Computed Tomography Images

AU - Razeghi, Orod

AU - Heinrich, Mattias Paul

AU - Fastl, Thomas

AU - Corrado, Cesare

AU - Karim, Rashed

AU - De Vecchi, Adelaide

AU - Banks, Tom

AU - Donnelly, Patrick

AU - Behar, Jonathan

AU - Gould, Justin

AU - Rajani, Ronak

AU - Rinaldi, Christopher Aldo

AU - Niederer, Steven

PY - 2021/1/4

Y1 - 2021/1/4

U2 - 10.1038/s41598-021-84935-x

DO - 10.1038/s41598-021-84935-x

M3 - Article

JO - Nature Scientific Reports

JF - Nature Scientific Reports

ER -