Deep Learning for Cardiac Image Segmentation: A Review
Chen, Chen, Qin, Chen, Qiu, Huaqi, Tarroni, Giacomo, Duan, Jinming, Bai, Wenjia, Rueckert, Daniel
Published in Frontiers in cardiovascular medicine (05.03.2020)
Published in Frontiers in cardiovascular medicine (05.03.2020)
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Anatomically Constrained Neural Networks (ACNNs): Application to Cardiac Image Enhancement and Segmentation
Oktay, Ozan, Ferrante, Enzo, Kamnitsas, Konstantinos, Heinrich, Mattias, Wenjia Bai, Caballero, Jose, Cook, Stuart A., de Marvao, Antonio, Dawes, Timothy, O'Regan, Declan P., Kainz, Bernhard, Glocker, Ben, Rueckert, Daniel
Published in IEEE transactions on medical imaging (01.02.2018)
Published in IEEE transactions on medical imaging (01.02.2018)
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DeepCut: Object Segmentation From Bounding Box Annotations Using Convolutional Neural Networks
Rajchl, Martin, Lee, Matthew C. H., Oktay, Ozan, Kamnitsas, Konstantinos, Passerat-Palmbach, Jonathan, Bai, Wenjia, Damodaram, Mellisa, Rutherford, Mary A., Hajnal, Joseph V., Kainz, Bernhard, Rueckert, Daniel
Published in IEEE transactions on medical imaging (01.02.2017)
Published in IEEE transactions on medical imaging (01.02.2017)
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Clinical quantitative cardiac imaging for the assessment of myocardial ischaemia
Dewey, Marc, Siebes, Maria, Kachelrieß, Marc, Kofoed, Klaus F, Maurovich-Horvat, Pál, Nikolaou, Konstantin, Bai, Wenjia, Kofler, Andreas, Manka, Robert, Kozerke, Sebastian, Chiribiri, Amedeo, Schaeffter, Tobias, Michallek, Florian, Bengel, Frank, Nekolla, Stephan, Knaapen, Paul, Lubberink, Mark, Senior, Roxy, Tang, Meng-Xing, Piek, Jan J, van de Hoef, Tim, Martens, Johannes, Schreiber, Laura
Published in Nature reviews cardiology (01.07.2020)
Published in Nature reviews cardiology (01.07.2020)
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Conference Proceeding
A population-based phenome-wide association study of cardiac and aortic structure and function
Bai, Wenjia, Suzuki, Hideaki, Huang, Jian, Francis, Catherine, Wang, Shuo, Tarroni, Giacomo, Guitton, Florian, Aung, Nay, Fung, Kenneth, Petersen, Steffen E, Piechnik, Stefan K, Neubauer, Stefan, Evangelou, Evangelos, Dehghan, Abbas, O'Regan, Declan P, Wilkins, Martin R, Guo, Yike, Matthews, Paul M, Rueckert, Daniel
Published in Nature medicine (01.10.2020)
Published in Nature medicine (01.10.2020)
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Reverse Classification Accuracy: Predicting Segmentation Performance in the Absence of Ground Truth
Valindria, Vanya V., Lavdas, Ioannis, Wenjia Bai, Kamnitsas, Konstantinos, Aboagye, Eric O., Rockall, Andrea G., Rueckert, Daniel, Glocker, Ben
Published in IEEE transactions on medical imaging (01.08.2017)
Published in IEEE transactions on medical imaging (01.08.2017)
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Automated cardiovascular magnetic resonance image analysis with fully convolutional networks
Bai, Wenjia, Sinclair, Matthew, Tarroni, Giacomo, Oktay, Ozan, Rajchl, Martin, Vaillant, Ghislain, Lee, Aaron M, Aung, Nay, Lukaschuk, Elena, Sanghvi, Mihir M, Zemrak, Filip, Fung, Kenneth, Paiva, Jose Miguel, Carapella, Valentina, Kim, Young Jin, Suzuki, Hideaki, Kainz, Bernhard, Matthews, Paul M, Petersen, Steffen E, Piechnik, Stefan K, Neubauer, Stefan, Glocker, Ben, Rueckert, Daniel
Published in Journal of cardiovascular magnetic resonance (14.09.2018)
Published in Journal of cardiovascular magnetic resonance (14.09.2018)
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Journal Article
Alcohol consumption in the general population is associated with structural changes in multiple organ systems
Evangelou, Evangelos, Suzuki, Hideaki, Bai, Wenjia, Pazoki, Raha, Gao, He, Matthews, Paul M, Elliott, Paul
Published in eLife (01.06.2021)
Published in eLife (01.06.2021)
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Journal Article
A Probabilistic Patch-Based Label Fusion Model for Multi-Atlas Segmentation With Registration Refinement: Application to Cardiac MR Images
Wenjia Bai, Wenzhe Shi, O'Regan, D. P., Tong Tong, Haiyan Wang, Jamil-Copley, S., Peters, N. S., Rueckert, D.
Published in IEEE transactions on medical imaging (01.07.2013)
Published in IEEE transactions on medical imaging (01.07.2013)
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Journal Article
New lesion segmentation for multiple sclerosis brain images with imaging and lesion-aware augmentation
Basaran, Berke Doga, Matthews, Paul M., Bai, Wenjia
Published in Frontiers in neuroscience (21.10.2022)
Published in Frontiers in neuroscience (21.10.2022)
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Journal Article
Learning-Based Quality Control for Cardiac MR Images
Tarroni, Giacomo, Oktay, Ozan, Bai, Wenjia, Schuh, Andreas, Suzuki, Hideaki, Passerat-Palmbach, Jonathan, de Marvao, Antonio, O'Regan, Declan P., Cook, Stuart, Glocker, Ben, Matthews, Paul M., Rueckert, Daniel
Published in IEEE transactions on medical imaging (01.05.2019)
Published in IEEE transactions on medical imaging (01.05.2019)
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Journal Article
Stratified Decision Forests for Accurate Anatomical Landmark Localization in Cardiac Images
Oktay, Ozan, Rueckert, Daniel, Bai, Wenjia, Guerrero, Ricardo, Rajchl, Martin, de Marvao, Antonio, O'Regan, Declan P., Cook, Stuart A., Heinrich, Mattias P., Glocker, Ben
Published in IEEE transactions on medical imaging (01.01.2017)
Published in IEEE transactions on medical imaging (01.01.2017)
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Journal Article
Automated quality control in image segmentation: application to the UK Biobank cardiovascular magnetic resonance imaging study
Robinson, Robert, Valindria, Vanya V, Bai, Wenjia, Oktay, Ozan, Kainz, Bernhard, Suzuki, Hideaki, Sanghvi, Mihir M, Aung, Nay, Paiva, José Miguel, Zemrak, Filip, Fung, Kenneth, Lukaschuk, Elena, Lee, Aaron M, Carapella, Valentina, Kim, Young Jin, Piechnik, Stefan K, Neubauer, Stefan, Petersen, Steffen E, Page, Chris, Matthews, Paul M, Rueckert, Daniel, Glocker, Ben
Published in Journal of cardiovascular magnetic resonance (14.03.2019)
Published in Journal of cardiovascular magnetic resonance (14.03.2019)
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Journal Article
Independent Left Ventricular Morphometric Atlases Show Consistent Relationships with Cardiovascular Risk Factors: A UK Biobank Study
Gilbert, Kathleen, Bai, Wenjia, Mauger, Charlene, Medrano-Gracia, Pau, Suinesiaputra, Avan, Lee, Aaron M, Sanghvi, Mihir M, Aung, Nay, Piechnik, Stefan K, Neubauer, Stefan, Petersen, Steffen E, Rueckert, Daniel, Young, Alistair A
Published in Scientific reports (04.02.2019)
Published in Scientific reports (04.02.2019)
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Journal Article
Multi-Atlas Segmentation Using Partially Annotated Data: Methods and Annotation Strategies
Koch, Lisa Margret, Rajchl, Martin, Wenjia Bai, Baumgartner, Christian Frederik, Tong Tong, Passerat-Palmbach, Jonathan, Aljabar, Paul, Rueckert, Daniel
Published in IEEE transactions on pattern analysis and machine intelligence (01.07.2018)
Published in IEEE transactions on pattern analysis and machine intelligence (01.07.2018)
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Journal Article
Abnormal brain white matter microstructure is associated with both pre-hypertension and hypertension
Suzuki, Hideaki, Gao, He, Bai, Wenjia, Evangelou, Evangelos, Glocker, Ben, O'Regan, Declan P, Elliott, Paul, Matthews, Paul M
Published in PloS one (16.11.2017)
Published in PloS one (16.11.2017)
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Journal Article
Genome-wide associations of aortic distensibility suggest causality for aortic aneurysms and brain white matter hyperintensities
Francis, Catherine M, Futschik, Matthias E, Huang, Jian, Bai, Wenjia, Sargurupremraj, Muralidharan, Teumer, Alexander, Breteler, Monique M B, Petretto, Enrico, Ho, Amanda S R, Amouyel, Philippe, Engelter, Stefan T, Bülow, Robin, Völker, Uwe, Völzke, Henry, Dörr, Marcus, Imtiaz, Mohammed-Aslam, Aziz, N Ahmad, Lohner, Valerie, Ware, James S, Debette, Stephanie, Elliott, Paul, Dehghan, Abbas, Matthews, Paul M
Published in Nature communications (03.08.2022)
Published in Nature communications (03.08.2022)
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