New lesion segmentation for multiple sclerosis brain images with imaging and lesion-aware augmentation

por Basaran, Berke Doga, Matthews, Paul M., Bai, Wenjia
Publicado 2022

Automated Detection of Motion Artefacts in MR Imaging Using Decision Forests

por Lorch, Benedikt, Vaillant, Ghislain, Baumgartner, Christian, Bai, Wenjia, Rueckert, Daniel, Maier, Andreas
Publicado 2017

Deep Learning for Cardiac Image Segmentation: A Review

por Chen, Chen, Qin, Chen, Qiu, Huaqi, Tarroni, Giacomo, Duan, Jinming, Bai, Wenjia, Rueckert, Daniel
Publicado 2020

Alcohol consumption in the general population is associated with structural changes in multiple organ systems

por Evangelou, Evangelos, Suzuki, Hideaki, Bai, Wenjia, Pazoki, Raha, Gao, He, Matthews, Paul M, Elliott, Paul
Publicado 2021

Associations of Regional Brain Structural Differences With Aging, Modifiable Risk Factors for Dementia, and Cognitive Performance

por Suzuki, Hideaki, Venkataraman, Ashwin V., Bai, Wenjia, Guitton, Florian, Guo, Yike, Dehghan, Abbas, Matthews, Paul M.
Publicado 2019

Large-scale Quality Control of Cardiac Imaging in Population Studies: Application to UK Biobank

por Tarroni, Giacomo, Bai, Wenjia, Oktay, Ozan, Schuh, Andreas, Suzuki, Hideaki, Glocker, Ben, Matthews, Paul M., Rueckert, Daniel
Publicado 2020

Abnormal brain white matter microstructure is associated with both pre-hypertension and hypertension

por Suzuki, Hideaki, Gao, He, Bai, Wenjia, Evangelou, Evangelos, Glocker, Ben, O’Regan, Declan P., Elliott, Paul, Matthews, Paul M.
Publicado 2017

Fully Automated, Quality-Controlled Cardiac Analysis From CMR: Validation and Large-Scale Application to Characterize Cardiac Function

por Ruijsink, Bram, Puyol-Antón, Esther, Oksuz, Ilkay, Sinclair, Matthew, Bai, Wenjia, Schnabel, Julia A., Razavi, Reza, King, Andrew P.
Publicado 2019

Boosting the diagnostic power of amyloid-β PET using a data-driven spatially informed classifier for decision support

por Venkataraman, Ashwin V., Bai, Wenjia, Whittington, Alex, Myers, James F., Rabiner, Eugenii A., Lingford-Hughes, Anne, Matthews, Paul M.
Publicado 2021

Genome wide association analysis of the heart using high-resolution 3D cardiac MRI identifies new genetic loci underlying cardiac structure and function

por Marvao, Antonio de, Meyer, Hannah V, Dawes, Timothy J, Shi, Wenzhe, Bai, Wenjia, Rueckert, Daniel, Birney, Ewan, O'Regan, Declan P, Cook, Stuart
Publicado 2016

Fibrosis Microstructure Modulates Reentry in Non-ischemic Dilated Cardiomyopathy: Insights From Imaged Guided 2D Computational Modeling

por Balaban, Gabriel, Halliday, Brian P., Mendonca Costa, Caroline, Bai, Wenjia, Porter, Bradley, Rinaldi, Christopher A., Plank, Gernot, Rueckert, Daniel, Prasad, Sanjay K., Bishop, Martin J.
Publicado 2018

Automatic 3D bi-ventricular segmentation of cardiac images by a shape-refined multi-task deep learning approach

por Duan, Jinming, Bello, Ghalib, Schlemper, Jo, Bai, Wenjia, Dawes, Timothy J W, Biffi, Carlo, de Marvao, Antonio, Doumou, Georgia, O’Regan, Declan P, Rueckert, Daniel
Publicado 2019

The UK GenScan study - population-based imaging genetics research using 3D Cardiac Magnetic Resonance

por de Marvao, Antonio, Dawes, Tim, Keenan, Niall G, Bai, Wenjia, Shi, Wenzhe, Durighel, Giuliana, Diamond, Tamara, Monje-Garcia, Laura, Cook, Stuart A, O'Regan, Declan P
Publicado 2013

Scar shape analysis and simulated electrical instabilities in a non-ischemic dilated cardiomyopathy patient cohort

por Balaban, Gabriel, Halliday, Brian P., Bai, Wenjia, Porter, Bradley, Malvuccio, Carlotta, Lamata, Pablo, Rinaldi, Christopher A., Plank, Gernot, Rueckert, Daniel, Prasad, Sanjay K., Bishop, Martin J.
Publicado 2019

Independent Left Ventricular Morphometric Atlases Show Consistent Relationships with Cardiovascular Risk Factors: A UK Biobank Study

por 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.
Publicado 2019

Three-dimensional cardiovascular imaging-genetics: a mass univariate framework

por Biffi, Carlo, de Marvao, Antonio, Attard, Mark I, Dawes, Timothy J W, Whiffin, Nicola, Bai, Wenjia, Shi, Wenzhe, Francis, Catherine, Meyer, Hannah, Buchan, Rachel, Cook, Stuart A, Rueckert, Daniel, O’Regan, Declan P
Publicado 2018

Phenotyping urban built and natural environments with high-resolution satellite images and unsupervised deep learning

por Metzler, A Barbara, Nathvani, Ricky, Sharmanska, Viktoriia, Bai, Wenjia, Muller, Emily, Moulds, Simon, Agyei-Asabere, Charles, Adjei-Boadi, Dina, Kyere-Gyeabour, Elvis, Tetteh, Jacob Doku, Owusu, George, Agyei-Mensah, Samuel, Baumgartner, Jill, Robinson, Brian E, Arku, Raphael E, Ezzati, Majid
Publicado 2023

Late-Gadolinium Enhancement Interface Area and Electrophysiological Simulations Predict Arrhythmic Events in Patients With Nonischemic Dilated Cardiomyopathy

por Balaban, Gabriel, Halliday, Brian P., Porter, Bradley, Bai, Wenjia, Nygåard, Ståle, Owen, Ruth, Hatipoglu, Suzan, Ferreira, Nuno Dias, Izgi, Cemil, Tayal, Upasana, Corden, Ben, Ware, James, Pennell, Dudley J., Rueckert, Daniel, Plank, Gernot, Rinaldi, Christopher A., Prasad, Sanjay K., Bishop, Martin J.
Publicado 2021

Improving the Generalizability of Convolutional Neural Network-Based Segmentation on CMR Images

por Chen, Chen, Bai, Wenjia, Davies, Rhodri H., Bhuva, Anish N., Manisty, Charlotte H., Augusto, Joao B., Moon, James C, Aung, Nay, Lee, Aaron M., Sanghvi, Mihir M., Fung, Kenneth, Paiva, Jose Miguel, Petersen, Steffen E., Lukaschuk, Elena, Piechnik, Stefan K., Neubauer, Stefan, Rueckert, Daniel
Publicado 2020

Genetic and environmental determinants of diastolic heart function

por Thanaj, Marjola, Mielke, Johanna, McGurk, Kathryn A., Bai, Wenjia, Savioli, Nicolò, de Marvao, Antonio, Meyer, Hannah V., Zeng, Lingyao, Sohler, Florian, Lumbers, R. Thomas, Wilkins, Martin R., Ware, James S., Bender, Christian, Rueckert, Daniel, MacNamara, Aidan, Freitag, Daniel F., O’Regan, Declan P.
Publicado 2022