Benjamín Gutiérrez-Becker

3D intra-operative ultrasound and MR image guidance: pursuing an ultrasound-based management of brainshift to enhance neuronavigation

Marco Riva, Christoph Hennersperger, Fausto Milletarì et al. · International Journal of Computer Assisted Radiology and Surgery · 2017 · 41 citations · Full text

Neuroimaging Modality, Ultrasound-based Management, Mr Image Guidance +8

Automatic segmentation of the fetal cerebellum on ultrasound volumes, using a 3D statistical shape model

Benjamín Gutiérrez-Becker, Fernando Arámbula Cosı́o, Mario Estanislao Guzmán Huerta et al. · Medical & Biological Engineering & Computing · 2013 · 27 citations

Geometric Modeling, Obstetric Imaging, Engineering +13

A Deep Metric for Multimodal Registration

Martin Simonovsky, Benjamín Gutiérrez-Becker, Diana Mateus et al. · arXiv (Cornell University) · 2016 · 25 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +18

Discriminative and generative models for anatomical shape analysis on point clouds with deep neural networks

Benjamín Gutiérrez-Becker, Ignacio Sarasúa, Christian Wachinger · Medical Image Analysis · 2020 · 22 citations

Deep Neural Networks, Machine Vision, Image Analysis +15

Guiding multimodal registration with learned optimization updates

Benjamín Gutiérrez-Becker, Diana Mateus, Loïc Peter et al. · Medical Image Analysis · 2017 · 18 citations

Image Analysis, Machine Learning, Machine Vision +10