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Benjamín Gutiérrez Becker
Benjamín Gutiérrez Becker
Roche
Verified email at tum.de
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Year
A deep metric for multimodal registration
M Simonovsky, B Gutiérrez-Becker, D Mateus, N Navab, N Komodakis
International conference on medical image computing and computer-assisted …, 2016
2022016
3D intra-operative ultrasound and MR image guidance: pursuing an ultrasound-based management of brainshift to enhance neuronavigation
M Riva, C Hennersperger, F Milletari, A Katouzian, F Pessina, ...
International journal of computer assisted radiology and surgery 12 (10 …, 2017
462017
Re-thinking the etiological framework of neurodegeneration
X Castillo, S Castro-Obregón, B Gutiérrez-Becker, G Gutiérrez-Ospina, ...
Frontiers in neuroscience 13, 728, 2019
402019
Gaussian process uncertainty in age estimation as a measure of brain abnormality
BG Becker, T Klein, C Wachinger, ...
NeuroImage 175, 246-258, 2018
382018
Automatic segmentation of the fetal cerebellum on ultrasound volumes, using a 3D statistical shape model
B Gutiérrez-Becker, F Arámbula Cosío, ME Guzmán Huerta, ...
Medical & biological engineering & computing 51 (9), 1021-1030, 2013
282013
Automatic segmentation of the cerebellum of fetuses on 3D ultrasound images, using a 3D Point Distribution Model
BG Becker, FA Cosío, MEG Huerta, JA Benavides-Serralde
2010 Annual International Conference of the IEEE Engineering in Medicine and …, 2010
242010
Deep multi-structural shape analysis: application to neuroanatomy
B Gutiérrez-Becker, C Wachinger
International Conference on Medical Image Computing and Computer-Assisted …, 2018
212018
Learning optimization updates for multimodal registration
B Gutiérrez-Becker, D Mateus, L Peter, N Navab
International Conference on Medical Image Computing and Computer-Assisted …, 2016
212016
A wide and deep neural network for survival analysis from anatomical shape and tabular clinical data
S Pölsterl, I Sarasua, B Gutiérrez-Becker, C Wachinger
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2019
192019
Gaussian process uncertainty in age estimation as a measure of brain abnormality
B Gutierrez Becker, T Klein, C Wachinger
arXiv e-prints, arXiv: 1804.01296, 2018
192018
Guiding multimodal registration with learned optimization updates
B Gutierrez-Becker, D Mateus, L Peter, N Navab
Medical image analysis 41, 2-17, 2017
182017
Quantifying confounding bias in neuroimaging datasets with causal inference
C Wachinger, BG Becker, A Rieckmann, S Pölsterl
International Conference on Medical Image Computing and Computer-Assisted …, 2019
162019
Training and deploying a deep learning model for endoscopic severity grading in ulcerative colitis using multicenter clinical trial data
B Gutierrez Becker, F Arcadu, A Thalhammer, C Gamez Serna, O Feehan, ...
Therapeutic advances in gastrointestinal endoscopy 14, 2631774521990623, 2021
132021
Hands-free segmentation of medical volumes via binary inputs
F Dubost, L Peter, C Rupprecht, BG Becker, N Navab
Deep Learning and Data Labeling for Medical Applications, 259-268, 2016
82016
A multi-armed bandit to smartly select a training set from big medical data
B Gutiérrez, L Peter, T Klein, C Wachinger
International Conference on Medical Image Computing and Computer-Assisted …, 2017
72017
A sparse approach to build shape models with routine clinical data
B Gutierrez, D Mateus, E Shiban, B Meyer, J Lehmberg, N Navab
2014 IEEE 11th International Symposium on Biomedical Imaging (ISBI), 258-261, 2014
62014
Learning a conditional generative model for anatomical shape analysis
B Gutiérrez-Becker, C Wachinger
International Conference on Information Processing in Medical Imaging, 505-516, 2019
52019
Detect, quantify, and incorporate dataset bias: A neuroimaging analysis on 12,207 individuals
C Wachinger, BG Becker, A Rieckmann
arXiv preprint arXiv:1804.10764, 2018
52018
Spatial compounding of 3-D fetal brain ultrasound using probabilistic maps
J Perez-Gonzalez, F Arámbula-Cosío, M Guzmán, L Camargo, ...
Ultrasound in Medicine & Biology 44 (1), 278-291, 2018
52018
Discriminative and generative models for anatomical shape analysis on point clouds with deep neural networks
B Gutiérrez-Becker, I Sarasua, C Wachinger
Medical Image Analysis 67, 101852, 2021
42021
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