Image-Based Cardiac Diagnosis With Machine Learning: A Review

by Carlos Martin-Isla, Victor M. Campello, Cristian Izquierdo, Zahra Raisi-Estabragh, Zahra Raisi-Estabragh, Bettina Baeßler, Steffen E. Petersen, Steffen E. Petersen, Karim Lekadir
Published 2020-01-01

Renin-Angiotensin-Aldosterone System Blockers Are Not Associated With Coronavirus Disease 2019 (COVID-19) Hospitalization: Study of 1,439 UK Biobank Cases

by Zahra Raisi-Estabragh, Zahra Raisi-Estabragh, Celeste McCracken, Maddalena Ardissino, Mae S. Bethell, Jackie Cooper, Cyrus Cooper, Cyrus Cooper, Nicholas C. Harvey, Nicholas C. Harvey, Steffen E. Petersen, Steffen E. Petersen
Published 2020-07-01

Radiomics Signatures of Cardiovascular Risk Factors in Cardiac MRI: Results From the UK Biobank

by Irem Cetin, Zahra Raisi-Estabragh, Zahra Raisi-Estabragh, Steffen E. Petersen, Steffen E. Petersen, Sandy Napel, Stefan K. Piechnik, Stefan Neubauer, Miguel A. Gonzalez Ballester, Miguel A. Gonzalez Ballester, Oscar Camara, Karim Lekadir
Published 2020-11-01

New Imaging Signatures of Cardiac Alterations in Ischaemic Heart Disease and Cerebrovascular Disease Using CMR Radiomics

by Elisa Rauseo, Elisa Rauseo, Cristian Izquierdo Morcillo, Zahra Raisi-Estabragh, Zahra Raisi-Estabragh, Polyxeni Gkontra, Nay Aung, Nay Aung, Karim Lekadir, Steffen E. Petersen, Steffen E. Petersen, Steffen E. Petersen, Steffen E. Petersen
Published 2021-09-01

Automated Quality-Controlled Cardiovascular Magnetic Resonance Pericardial Fat Quantification Using a Convolutional Neural Network in the UK Biobank

by Andrew Bard, Andrew Bard, Zahra Raisi-Estabragh, Zahra Raisi-Estabragh, Maddalena Ardissino, Aaron Mark Lee, Francesca Pugliese, Francesca Pugliese, Damini Dey, Sandip Sarkar, Patricia B. Munroe, Stefan Neubauer, Nicholas C. Harvey, Nicholas C. Harvey, Steffen E. Petersen, Steffen E. Petersen
Published 2021-07-01

Associations of Meat and Fish Consumption With Conventional and Radiomics Cardiovascular Magnetic Resonance Phenotypes in the UK Biobank

by Zahra Raisi-Estabragh, Zahra Raisi-Estabragh, Celeste McCracken, Polyxeni Gkontra, Akshay Jaggi, Maddalena Ardissino, Jackie Cooper, Luca Biasiolli, Nay Aung, Nay Aung, Stefan K. Piechnik, Stefan Neubauer, Patricia B. Munroe, Karim Lekadir, Nicholas C. Harvey, Nicholas C. Harvey, Steffen E. Petersen, Steffen E. Petersen
Published 2021-05-01

Age, sex and disease-specific associations between resting heart rate and cardiovascular mortality in the UK BIOBANK.

by Zahra Raisi-Estabragh, Jackie Cooper, Rebekah Judge, Mohammed Y Khanji, Patricia B Munroe, Cyrus Cooper, Nicholas C Harvey, Steffen E Petersen
Published 2020-01-01

Repeatability of Cardiac Magnetic Resonance Radiomics: A Multi-Centre Multi-Vendor Test-Retest Study

by Zahra Raisi-Estabragh, Zahra Raisi-Estabragh, Polyxeni Gkontra, Akshay Jaggi, Jackie Cooper, João Augusto, João Augusto, Anish N. Bhuva, Anish N. Bhuva, Rhodri H. Davies, Rhodri H. Davies, Charlotte H. Manisty, Charlotte H. Manisty, James C. Moon, James C. Moon, Patricia B. Munroe, Nicholas C. Harvey, Nicholas C. Harvey, Karim Lekadir, Steffen E. Petersen, Steffen E. Petersen
Published 2020-12-01

Left Ventricular Hypertrabeculation Is Not Associated With Cardiovascular Morbity or Mortality: Insights From the Eurocmr Registry

by Filip Zemrak, Filip Zemrak, Zahra Raisi-Estabragh, Zahra Raisi-Estabragh, Mohammed Y. Khanji, Mohammed Y. Khanji, Saidi A. Mohiddin, Saidi A. Mohiddin, Oliver Bruder, Anja Wagner, Massimo Lombardi, Juerg Schwitter, Albert C. van Rossum, Günter Pilz, Detlev Nothnagel, Henning Steen, Eike Nagel, Sanjay K. Prasad, Sanjay K. Prasad, Christina C. Deluigi, Thorsten Dill, Herbert Frank, Steffen Schneider, Heiko Mahrholdt, Steffen E. Petersen, Steffen E. Petersen
Published 2020-09-01

Shorter leukocyte telomere length is associated with adverse COVID-19 outcomes: A cohort study in UK Biobank

by Qingning Wang, Veryan Codd, Zahra Raisi-Estabragh, Crispin Musicha, Vasiliki Bountziouka, Stephen Kaptoge, Elias Allara, Emanuele Di Angelantonio, Adam S. Butterworth, Angela M. Wood, John R. Thompson, Steffen E Petersen, Nicholas C. Harvey, John N. Danesh, Nilesh J. Samani, Christopher P. Nelson
Published 2021-08-01