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A topological loss function for deep-learning based image segmentation using persistent homology
JR Clough, N Byrne, I Oksuz, VA Zimmer, JA Schnabel, AP King
arXiv preprint arXiv:1910.01877, 2019
Toward the automatic quantification of in utero brain development in 3D structural MRI: A review
OM Benkarim, G Sanroma, VA Zimmer, E Muńoz‐Moreno, N Hahner, ...
Human brain mapping 38 (5), 2772-2787, 2017
Weakly supervised estimation of shadow confidence maps in fetal ultrasound imaging
Q Meng, M Sinclair, V Zimmer, B Hou, M Rajchl, N Toussaint, O Oktay, ...
IEEE transactions on medical imaging 38 (12), 2755-2767, 2019
Multimodal image registration using Laplacian commutators
VA Zimmer, MÁG Ballester, G Piella
Information Fusion 49, 130-145, 2019
Efficacy of diffeomorphic surface matching and 3D geometric morphometrics for taxonomic discrimination of Early Pleistocene hominin mandibular molars
J Braga, V Zimmer, J Dumoncel, C Samir, F De Beer, C Zanolli, D Pinto, ...
Journal of Human Evolution 130, 21-35, 2019
3D patient-specific finite element models of the proximal femur based on DXA towards the classification of fracture and non-fracture cases
CR Wills, AL Olivares, S Tassani, M Ceresa, V Zimmer, MAG Ballester, ...
Bone 121, 89-99, 2019
Robotic-assisted ultrasound for fetal imaging: evolution from single-arm to dual-arm system
S Wang, J Housden, Y Noh, D Singh, A Singh, E Skelton, J Matthew, ...
Annual Conference Towards Autonomous Robotic Systems, 27-38, 2019
Mutual information-based disentangled neural networks for classifying unseen categories in different domains: Application to fetal ultrasound imaging
Q Meng, J Matthew, VA Zimmer, A Gomez, DFA Lloyd, D Rueckert, ...
IEEE transactions on medical imaging 40 (2), 722-734, 2020
Multi-view image reconstruction: Application to fetal ultrasound compounding
VA Zimmer, A Gomez, Y Noh, N Toussaint, B Khanal, R Wright, L Peralta, ...
Data driven treatment response assessment and preterm, perinatal, and …, 2018
A framework for optimal kernel-based manifold embedding of medical image data
VA Zimmer, K Lekadir, C Hoogendoorn, AF Frangi, G Piella
Computerized Medical Imaging and Graphics 41, 93-107, 2015
Towards whole placenta segmentation at late gestation using multi-view ultrasound images
VA Zimmer, A Gomez, E Skelton, N Toussaint, T Zhang, B Khanal, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2019
Automatic shadow detection in 2d ultrasound images
Q Meng, C Baumgartner, M Sinclair, J Housden, M Rajchl, A Gomez, ...
Data Driven Treatment Response Assessment and Preterm, Perinatal, and …, 2018
Random style transfer based domain generalization networks integrating shape and spatial information
L Li, VA Zimmer, W Ding, F Wu, L Huang, JA Schnabel, X Zhuang
International Workshop on Statistical Atlases and Computational Models of …, 2020
Learning and combining image neighborhoods using random forests for neonatal brain disease classification
VA Zimmer, B Glocker, N Hahner, E Eixarch, G Sanroma, E Gratacos, ...
Medical image analysis 42, 189-199, 2017
Statistically-driven 3D fiber reconstruction and denoising from multi-slice cardiac DTI using a Markov random field model
K Lekadir, M Lange, VA Zimmer, C Hoogendoorn, AF Frangi
Medical image analysis 27, 105-116, 2016
Complete fetal head compounding from multi-view 3D ultrasound
R Wright, N Toussaint, A Gomez, V Zimmer, B Khanal, J Matthew, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2019
AtrialJSQnet: A New framework for joint segmentation and quantification of left atrium and scars incorporating spatial and shape information
L Li, VA Zimmer, JA Schnabel, X Zhuang
Medical Image Analysis 76, 102303, 2022
Medical image analysis on left atrial LGE MRI for atrial fibrillation studies: A review
L Li, VA Zimmer, JA Schnabel, X Zhuang
Medical Image Analysis, 102360, 2022
AtrialGeneral: Domain generalization for left atrial segmentation of multi-center LGE MRIs
L Li, VA Zimmer, JA Schnabel, X Zhuang
International Conference on Medical Image Computing and Computer-Assisted …, 2021
A multi-task approach using positional information for ultrasound placenta segmentation
VA Zimmer, A Gomez, E Skelton, N Ghavami, R Wright, L Li, J Matthew, ...
Medical Ultrasound, and Preterm, Perinatal and Paediatric Image Analysis …, 2020
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