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B. Ruijsink · SciRah

Researcher profile · Semantic Scholar

B. Ruijsink

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B. Ruijsink — researcher profile on SciRah

h-index: 22
Works: 87
Citations: 1,510

Most-cited papers

Fully Automated, Quality-Controlled Cardiac Analysis From CMR: Validation and Large-Scale Application to Characterize Cardiac Function
B. Ruijsink, E. Puyol-Antón, Ilkay Oksuz, Matthew Sinclair +4 more
2019JACC Cardiovascular Imaging184 citations Open access
Semantic Scholar
Fairness in Cardiac MR Image Analysis: An Investigation of Bias Due to Data Imbalance in Deep Learning Based Segmentation
E. Puyol-Antón, B. Ruijsink, S. Piechnik, S. Neubauer +3 more
2021International Conference on Medical Image Computing and Computer-Assisted Intervention133 citations Open access
Semantic Scholar
Automatic CNN-based detection of cardiac MR motion artefacts using k-space data augmentation and curriculum learning
Ilkay Oksuz, B. Ruijsink, E. Puyol-Antón, James R. Clough +7 more
2018Medical Image Anal.105 citations Open access
Semantic Scholar
Fairness in Cardiac Magnetic Resonance Imaging: Assessing Sex and Racial Bias in Deep Learning-Based Segmentation
E. Puyol-Antón, B. Ruijsink, J. Mariscal Harana, S. Piechnik +5 more
2021Frontiers in Cardiovascular Medicine83 citations Open access
Semantic Scholar
Deep Learning-Based Detection and Correction of Cardiac MR Motion Artefacts During Reconstruction for High-Quality Segmentation
Ilkay Oksuz, James R. Clough, B. Ruijsink, E. P. Antón +5 more
2019IEEE Transactions on Medical Imaging73 citations Open access
Semantic Scholar
Global and Local Interpretability for Cardiac MRI Classification
James R. Clough, I. Öksüz, E. Puyol-Antón, B. Ruijsink +2 more
2019International Conference on Medical Image Computing and Computer-Assisted Intervention70 citations Open access
Semantic Scholar
Prevalence and Disease Expression of Pathogenic and Likely Pathogenic Variants Associated with Inherited Cardiomyopathies in the General Population
M. Bourfiss, M. van Vugt, A. Alasiri, B. Ruijsink +9 more
2022Circulation Genomic and Precision Medicine67 citations Open access
Semantic Scholar
Uncertainty aware training to improve deep learning model calibration for classification of cardiac MR images
Tareen Dawood, Chen Chen, B. Sidhu, B. Ruijsink +8 more
2023Medical Image Anal.46 citations Open access
Semantic Scholar
Automated quantification of myocardial tissue characteristics from native T1 mapping using neural networks with uncertainty-based quality-control
E. Puyol-Antón, B. Ruijsink, Christian F. Baumgartner, P. Masci +4 more
2020Journal of Cardiovascular Magnetic Resonance44 citations Open access
Semantic Scholar
Interpretable Deep Models for Cardiac Resynchronisation Therapy Response Prediction
Esther Puyol-Ant'on, Chen Chen, James R. Clough, B. Ruijsink +8 more
2020International Conference on Medical Image Computing and Computer-Assisted Intervention37 citations Open access
Semantic Scholar
Druggable proteins influencing cardiac structure and function: Implications for heart failure therapies and cancer cardiotoxicity
A. Schmidt, M. Bourfiss, A. Alasiri, E. Puyol-Antón +17 more
2023Science Advances34 citations Open access
Semantic Scholar
Modeling Left Atrial Flow, Energy, Blood Heating Distribution in Response to Catheter Ablation Therapy
D. Dillon-Murphy, D. Marlevi, B. Ruijsink, A. Qureshi +6 more
2018Frontiers in Physiology34 citations Open access
Semantic Scholar
Integrative Cardiovascular Physiology and Pathophysiology Estimating central blood pressure from aortic ﬂ ow: development and assessment of algorithms
J. Mariscal-Harana, P. Charlton, S. Vennin, Jorge Aramburu +12 more
33 citations
Semantic Scholar
Regional Multi-View Learning for Cardiac Motion Analysis: Application to Identification of Dilated Cardiomyopathy Patients
E. Puyol-Antón, B. Ruijsink, B. Gerber, M. Amzulescu +5 more
2019IEEE Transactions on Biomedical Engineering32 citations Open access
Semantic Scholar
Fully automated myocardial strain estimation from cine MRI using convolutional neural networks
E. Puyol-Antón, B. Ruijsink, Wenjia Bai, Hélène Langet +5 more
2018IEEE International Symposium on Biomedical Imaging32 citations Open access
Semantic Scholar
Deep Learning using K-space Based Data Augmentation for Automated Cardiac MR Motion Artefact Detection
I. Öksüz, B. Ruijsink, E. Puyol-Antón, Aurélien Bustin +5 more
2018International Conference on Medical Image Computing and Computer-Assisted Intervention28 citations Open access
Semantic Scholar
An artificial intelligence tool for automated analysis of large-scale unstructured clinical cine cardiac magnetic resonance databases
J. Mariscal-Harana, C. Asher, V. Vergani, M. Rizvi +8 more
2023European Heart Journal - Digital Health25 citations Open access
Semantic Scholar
Improved passive catheter tracking with positive contrast for CMR-guided cardiac catheterization using partial saturation (pSAT)
M. N. Velasco Forte, K. Pushparajah, T. Schaeffter, Israel Valverde Perez +9 more
2017Journal of Cardiovascular Magnetic Resonance24 citations Open access
Semantic Scholar
Aortic Distensibility Measured by Automated Analysis of Magnetic Resonance Imaging Predicts Adverse Cardiovascular Events in UK Biobank
M. Cecelja, B. Ruijsink, E. Puyol-Antón, Ye Li +4 more
2022Journal of the American Heart Association : Cardiovascular and Cerebrovascular Disease23 citations Open access
Semantic Scholar
Detection and Correction of Cardiac MRI Motion Artefacts During Reconstruction from k-space
I. Öksüz, James R. Clough, B. Ruijsink, E. Puyol-Antón +6 more
2019International Conference on Medical Image Computing and Computer-Assisted Intervention23 citations Open access
Semantic Scholar
Precision, reproducibility and applicability of an undersampled multi-venc 4D flow MRI sequence for the assessment of cardiac hemodynamics.
Richard Moersdorf, Melanie Treutlein, J. Kroeger, B. Ruijsink +6 more
2019Magnetic Resonance Imaging23 citations
Semantic Scholar
Pressure–volume loop-derived cardiac indices during dobutamine stress: a step towards understanding limitations in cardiac output in children with hypoplastic left heart syndrome
James Wong, K. Pushparajah, A. de Vecchi, B. Ruijsink +3 more
2017International Journal of Cardiology23 citations Open access
Semantic Scholar
Cardiac digital twins at scale from MRI: Open tools and representative models from ~ 55000 UK Biobank participants
Devran Ugurlu, Qian Shuang, Elliot Fairweather, C. Mauger +9 more
2025PLoS ONE21 citations Open access
Semantic Scholar
MRI for Guided Right and Left Heart Cardiac Catheterization: A Prospective Study in Congenital Heart Disease
M. N. Velasco Forte, S. Roujol, B. Ruijsink, I. Valverde +10 more
2020Journal of Magnetic Resonance Imaging21 citations Open access
Semantic Scholar
A systematic study of race and sex bias in CNN-based cardiac MR segmentation
Tiarna Lee, E. Puyol-Antón, B. Ruijsink, Miaojing Shi +1 more
2022STACOM@MICCAI20 citations Open access
Semantic Scholar
An investigation into the impact of deep learning model choice on sex and race bias in cardiac MR segmentation
Tiarna Lee, Esther Puyol-Ant'on, B. Ruijsink, Kéana Aitcheson +2 more
2023CLIP/FAIMI/EPIMI@MICCAI18 citations Open access
Semantic Scholar
Deep Learning for Classification and Selection of Cine CMR Images to Achieve Fully Automated Quality-Controlled CMR Analysis From Scanner to Report
V. Vergani, R. Razavi, E. Puyol-Antón, B. Ruijsink
2021Frontiers in Cardiovascular Medicine18 citations Open access
Semantic Scholar
Dobutamine stress testing in patients with Fontan circulation augmented by biomechanical modeling
B. Ruijsink, Konrad Zugaj, James Wong, K. Pushparajah +5 more
2020PLoS ONE16 citations Open access
Semantic Scholar
The Role of AI in Characterizing the DCM Phenotype
C. Asher, E. Puyol-Antón, M. Rizvi, B. Ruijsink +3 more
2021Frontiers in Cardiovascular Medicine14 citations Open access
Semantic Scholar
Automatic left ventricular outflow tract classification for accurate cardiac MR planning
Ilkay Oksuz, B. Ruijsink, E. Puyol-Antón, Matthew Sinclair +3 more
2018IEEE International Symposium on Biomedical Imaging14 citations
Semantic Scholar
Quality-aware semi-supervised learning for CMR segmentation
B. Ruijsink, E. Puyol-Antón, Ye Li, Wenjia Bai +3 more
2020M&Ms and EMIDEC/STACOM@MICCAI13 citations Open access
Semantic Scholar
An investigation into the causes of race bias in artificial intelligence–based cine cardiac magnetic resonance segmentation
Tiarna Lee, E. Puyol-Antón, B. Ruijsink, S. Roujol +4 more
2025European Heart Journal - Digital Health12 citations Open access
Semantic Scholar
Synergy in the heart: RV systolic function plays a key role in optimizing LV performance during exercise.
B. Ruijsink, M. N. Velasco Forte, P. Duong, L. Asner +4 more
2020American Journal of Physiology. Heart and Circulatory Physiology11 citations Open access
Semantic Scholar
Synthesising Images and Labels Between MR Sequence Types with CycleGAN
E. Kerfoot, E. Puyol-Antón, B. Ruijsink, R. Ariga +3 more
2019DART/MIL3ID@MICCAI10 citations
Semantic Scholar
Assessing the Impact of Blood Pressure on Cardiac Function Using Interpretable Biomarkers and Variational Autoencoders
E. Puyol-Antón, B. Ruijsink, James R. Clough, I. Öksüz +3 more
2019STACOM@MICCAI10 citations Open access
Semantic Scholar
High-quality segmentation of low quality cardiac MR images using k-space artefact correction
I. Öksüz, James R. Clough, Wenjia Bai, B. Ruijsink +5 more
2018International Conference on Medical Imaging with Deep Learning10 citations
Semantic Scholar
AI-enabled Assessment of Cardiac Systolic and Diastolic Function from Echocardiography
Esther Puyol-Ant'on, B. Ruijsink, B. Sidhu, J. Gould +11 more
2022ASMUS@MICCAI9 citations Open access
Semantic Scholar
Semi-automatic Cardiac and Respiratory Gated MRI for Cardiac Assessment During Exercise
B. Ruijsink, E. Puyol-Antón, M. Usman, J. V. van Amerom +7 more
2017CMMI/RAMBO/SWITCH@MICCAI9 citations
Semantic Scholar
Altered Aortic Hemodynamics and Relative Pressure in Patients with Dilated Cardiomyopathy
D. Marlevi, J. Mariscal-Harana, N. Burris, J. Sotelo +10 more
2021Journal of Cardiovascular Translational Research8 citations Open access
Semantic Scholar
Quality-aware Cine Cardiac MRI Reconstruction and Analysis from Undersampled k-space Data
Inês Machado, E. Puyol-Antón, K. Hammernik, G. Cruz +7 more
2021STACOM@MICCAI8 citations Open access
Semantic Scholar
Hemodynamic Determinants of Elevated Blood Pressure and Hypertension in the Middle to Older-Age UK Population: A UK Biobank Imaging Study
Ye Li, E. Chan, E. Puyol-Antón, B. Ruijsink +4 more
2023HYPERTENSION7 citations Open access
Semantic Scholar
Automated Quality Controlled Analysis of 2D Phase Contrast Cardiovascular Magnetic Resonance Imaging
E. Chan, Ciara O’Hanlon, Carlota Asegurado Marquez, Marwenie F. Petalcorin +10 more
2022STACOM@MICCAI7 citations Open access
Semantic Scholar
Left ventricular geometry, brain architecture, and cognition: an observational study.
P. Masci, Maxim B. Freydin, G. Andreozzi, E. Puyol-Antón +16 more
2025European Heart Journal6 citations Open access
Semantic Scholar
The Impact of Domain Shift on Left and Right Ventricle Segmentation in Short Axis Cardiac MR Images
Devran Ugurlu, E. Puyol-Antón, B. Ruijsink, A. Young +4 more
2021STACOM@MICCAI6 citations Open access
Semantic Scholar
Automated CNN-Based Reconstruction of Short-Axis Cardiac MR Sequence from Real-Time Image Data
E. Kerfoot, E. Puyol-Antón, B. Ruijsink, James R. Clough +2 more
2018RAMBO+BIA+TIA@MICCAI6 citations
Semantic Scholar
A Deep Learning-Based Integrated Framework for Quality-Aware Undersampled Cine Cardiac MRI Reconstruction and Analysis
Inês Machado, E. Puyol-Antón, K. Hammernik, G. Cruz +9 more
2022IEEE Transactions on Biomedical Engineering5 citations Open access
Semantic Scholar
Model-Based Indices of Early-Stage Cardiovascular Failure and Its Therapeutic Management in Fontan Patients
B. Ruijsink, Konrad Zugaj, K. Pushparajah, R. Chabiniok
2019Functional Imaging and Modeling of the Heart5 citations Open access
Semantic Scholar
Deep Learning-based Segmentation of Pleural Effusion From Ultrasound Using Coordinate Convolutions
Germain Morilhat, Naomi Kifle, Sandy L FinesilverSmith, B. Ruijsink +6 more
2022DeCaF/FAIR@MICCAI4 citations Open access
Semantic Scholar
Improved AI-based segmentation of apical and basal slices from clinical cine CMR
J. M. Harana, Naomi Kifle, R. Razavi, A. King +2 more
2021STACOM@MICCAI4 citations Open access
Semantic Scholar
Large-scale, multi-vendor, multi-protocol, quality-controlled analysis of clinical cine CMR using artificial intelligence
J. M. Harana, V. Vergani, C. Asher, R. Razavi +3 more
2021European Heart Journal - Cardiovascular Imaging4 citations
Semantic Scholar

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