Deep Learning Analysis of Cardiac MRI in Legacy Datasets: Multi-Ethnic Study of Atherosclerosis

Authors: Suinesiaputra, Avan, Mauger, Charlene A, Ambale-Venkatesh, Bharath, Bluemke, David A, Gade, Josefine Dam, Gilbert, Kathleen, Janse, Mark, Hald, Line Sofie, Werkhoven, Conrad, Wu, Colin, Lima, Joao A, Young, Alistair A

Subject Terms: Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Machine Learning, Physics - Medical Physics

Access URL: http://arxiv.org/abs/2110.15144

Qualitative stress perfusion American Heart Association plot and outcome prediction using artificial intelligence

Authors: Alskaf, Ebraham ^{a, ⁎}, Scannell, Cian M. ^{a, b}, Crawley, Richard ^a, Suinesiaputra, Avan ^a, Masci, PierGiorgio ^a, Young, Alistair ^a, Perera, Divaka ^a, Chiribiri, Amedeo ^a

Source: In Informatics in Medicine Unlocked 2024 49

Machine learning outcome prediction using stress perfusion cardiac magnetic resonance reports and natural language processing of electronic health records

Authors: Alskaf, Ebraham, Frey, Simon M., Scannell, Cian M., Suinesiaputra, Avan, Vilic, Dijana, Dinu, Vlad, Masci, Pier Giorgio, Perera, Divaka, Young, Alistair, Chiribiri, Amedeo

Source: In Informatics in Medicine Unlocked 2024 44

Fully Automated Myocardial Strain Estimation from CMR Tagged Images using a Deep Learning Framework in the UK Biobank

Authors: Ferdian, Edward, Suinesiaputra, Avan, Fung, Kenneth, Aung, Nay, Lukaschuk, Elena, Barutcu, Ahmet, Maclean, Edd, Paiva, Jose, Piechnik, Stefan K., Neubauer, Stefan, Petersen, Steffen E, Young, Alistair A.

Source: Radiology: Cardiothoracic Imaging 2020; 2(1):e190032

Subject Terms: Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Computer Vision and Pattern Recognition, Physics - Medical Physics

Access URL: http://arxiv.org/abs/2004.07064

4DFlowNet: Super-Resolution 4D Flow MRI using Deep Learning and Computational Fluid Dynamics

Authors: Ferdian, Edward, Suinesiaputra, Avan, Dubowitz, David, Zhao, Debbie, Wang, Alan, Cowan, Brett, Young, Alistair

Subject Terms: Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Computer Vision and Pattern Recognition, Physics - Medical Physics

Access URL: http://arxiv.org/abs/2004.07035

Improving assessment of congenital heart disease through rapid patient specific modeling

Authors: Gilbert, Kathleen, Farrar, Genevieve, Cowan, Brett, Suinesiaputra, Avan, Occleshaw, Christopher, Pontre, Beau, Perry, James, Hegde, Sanjeet, Omens, Jeffrey, McCulloch, Andrew, Young, Alistair

Source: 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) Engineering in Medicine and Biology Society (EMBC), 2016 IEEE 38th Annual International Conference of the. :1228-1231 Aug, 2016

Relation: 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)

Creating shape templates for patient specific biventricular modeling in congenital heart disease

Authors: Gilbert, Kathleen, Farrar, Genevieve, Cowan, Brett R., Suinesiaputra, Avan, Occleshaw, Christopher, Pontre, Beau, Perry, James, Hegde, Sanjeet, Marsden, Alison, Omens, Jeff, McCulloch, Andrew, Young, Alistair A.

Source: 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) Engineering in Medicine and Biology Society (EMBC), 2015 37th Annual International Conference of the IEEE. :679-682 Aug, 2015

Relation: 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)

Dense Multiscale Motion Extraction from Cardiac Cine MR Tagging using HARP Technology

Authors: Florack, Luc, van Assen, Hans, Suinesiaputra, Avan

Source: 2007 IEEE 11th International Conference on Computer Vision Computer Vision, 2007. ICCV 2007. IEEE 11th International Conference on. :1-8 Oct, 2007

Relation: 2007 IEEE 11th International Conference on Computer Vision

High-resolution quantitative stress perfusion CMR to assess the impact of blood pressure and hypertension on global myocardial blood flow

Authors: Crawley, Richard J. ¹, Murphy, robbie ¹, Milidonis, Xenios ¹, Kunze, Karl P. ², Karamanli, Can ¹, Wong, Nathan ¹, Suinesiaputra, Avan ¹, Kaushal, Anmol ¹, Scannell, Cian ³, Plein, Sven ⁴, Chiribiri, Amedeo ¹

Source: In Journal of Cardiovascular Magnetic Resonance Spring 2025 27 Supplement 1

The effect of myocardial wall thickness and mass on myocardial blood flow measured by high-resolution quantitative stress perfusion CMR

Authors: Crawley, Richard J. ¹, Murphy, robbie ¹, Milidonis, Xenios ¹, Kunze, Karl P. ², Karamanli, Can ¹, Wong, Nathan ¹, Suinesiaputra, Avan ¹, Kaushal, Anmol ¹, Scannell, Cian ³, Plein, Sven ⁴, Chiribiri, Amedeo ¹

Source: In Journal of Cardiovascular Magnetic Resonance Spring 2025 27 Supplement 1

The impact of heart rate and beta-blockade on myocardial blood flow assessed by high-resolution quantitative stress perfusion CMR in patients without inducible ischaemia

Authors: Crawley, Richard J. ¹, Murphy, robbie ¹, Milidonis, Xenios ¹, Kunze, Karl P. ², Karamanli, Can ¹, Wong, Nathan ¹, Suinesiaputra, Avan ¹, Kaushal, Anmol ¹, Scannell, Cian ³, Plein, Sven ⁴, Chiribiri, Amedeo ¹

Source: In Journal of Cardiovascular Magnetic Resonance Spring 2025 27 Supplement 1

Evaluation of deep learning estimation of whole heart anatomy from automated cardiovascular magnetic resonance short- and long-axis analyses in UK Biobank.

Authors: Muffoletto, Marica, Xu, Hao, Burns, Richard, Suinesiaputra, Avan, Nasopoulou, Anastasia, Kunze, Karl P, Neji, Radhouene, Petersen, Steffen E, Niederer, Steven A, Rueckert, Daniel, Young, Alistair A

Source: European Heart Journal - Cardiovascular Imaging; Oct2024, Vol. 25 Issue 10, p1374-1383, 10p

Subject Terms: HEART anatomy, RISK assessment, PEARSON correlation (Statistics), THREE-dimensional imaging, RESEARCH funding, HEART atrium, CARDIOVASCULAR diseases, RECEIVER operating characteristic curves, BODY mass index, T-test (Statistics), LOGISTIC regression analysis, SEX distribution, MULTIPLE regression analysis, MAGNETIC resonance imaging, CARDIOVASCULAR diseases risk factors, MULTIVARIATE analysis, AGE distribution, DESCRIPTIVE statistics, MANN Whitney U Test, CHI-squared test, ELECTROCARDIOGRAPHY, DEEP learning, ARTIFICIAL neural networks, STATISTICS, AUTOMATION, CONFIDENCE intervals, DATA analysis software, HEART ventricles

Company/Entity: UK Biobank Ltd.

Concurrent Left Ventricular Myocardial Diffuse Fibrosis and Left Atrial Dysfunction Strongly Predict Incident Heart Failure

Authors: Wong, Mark Y.Z., Vargas, Jose D., Naderi, Hafiz, Sanghvi, Mihir M., Raisi-Estabragh, Zahra, Suinesiaputra, Avan, Bonazzola, Rodrigo, Attar, Rahman, Ravikumar, Nishant, Hann, Evan, Neubauer, Stefan, Piechnik, Stefan K., Frangi, Alejandro F., Petersen, Steffen E., Aung, Nay

Source: In JACC: Cardiovascular Imaging May 2024 17(5):560-562

Atlas-based ventricular shape analysis for understanding congenital heart disease

Authors: Farrar, Genevieve, Suinesiaputra, Avan, Gilbert, Kathleen, Perry, James C., Hegde, Sanjeet, Marsden, Alison, Young, Alistair A., Omens, Jeffrey H., McCulloch, Andrew D.

Source: In Progress in Pediatric Cardiology December 2016 43:61-69

Corrigendum to “Machine learning outcome prediction using stress perfusion cardiac magnetic resonance reports and natural language processing of electronic health records” [Inform. Med. Unlocked (2024) 1–7/101418]

Authors: Alskaf, Ebraham, Frey, Simon M., Scannell, Cian M., Suinesiaputra, Avan, Vilic, Dijana, Dinu, Vlad, Masci, Pier Giorgio, Perera, Divaka, Young, Alistair, Chiribiri, Amedeo

Source: In Informatics in Medicine Unlocked 2024 45

Kiosk 10R-TB-08 - Automated Stress Perfusion Prognostic Assessment Using Style Transfer, Segmentation and Hybrid Neural Network for Mortality Prediction

Authors: Alskaf, Ebraham, Crawley, Richard, Scannell, Cian, Suinesiaputra, Avan, Young, Alistair, Perera, Divaka, Chiribiri, Amedeo

Source: In Journal of Cardiovascular Magnetic Resonance Spring 2024 26 Supplement 1

Kiosk 5R-FA-06 - Evaluation of Deep Learning Estimation of Whole Heart Anatomy FBom Automated Cardiovascular Magnetic Resonance Short- and Long-axis Analyses in UK Biobank

Authors: Muffoletto, Marica, Xu, Hao, Burns, Richard, Suinesiaputra, Avan, Nasopoulou, Anastasia, Kunze, Karl P., Neji, Radhouene, Petersen, Steffen, Niederer, Steven A., Reuckert, Daniel, Young, Alistair

Source: In Journal of Cardiovascular Magnetic Resonance Spring 2024 26 Supplement 1

Kiosk 5R-FB-08 - Automatic Assessment of Tetralogy of Fallot CMR Reports FBom the SCMR Registry: Pre- and Post-pulmonary Valve Replacement

Authors: Suinesiaputra, Avan, Dinu, Vlad, Pushparajah, Kuberan, Omens, Jeff, McCulloch, Andrew, Simonetti, Orlando, Grizzard, John, Campbell, Michael, Young, Alistair

Source: In Journal of Cardiovascular Magnetic Resonance Spring 2024 26 Supplement 1

Atlas-based anatomical modeling and analysis of heart disease

Authors: Medrano-Gracia, Pau, Cowan, Brett R., Suinesiaputra, Avan, Young, Alistair A.

Source: In Drug Discovery Today: Disease Models Winter 2014 14:33-39

A collaborative resource to build consensus for automated left ventricular segmentation of cardiac MR images

Authors: Suinesiaputra, Avan, Cowan, Brett R., Al-Agamy, Ahmed O., Elattar, Mustafa A., Ayache, Nicholas, Fahmy, Ahmed S., Khalifa, Ayman M., Medrano-Gracia, Pau, Jolly, Marie-Pierre, Kadish, Alan H., Lee, Daniel C., Margeta, Ján, Warfield, Simon K., Young, Alistair A.

Source: In Medical Image Analysis January 2014 18(1):50-62