Miguel Á. González Ballester

Deep Learning Techniques for Automatic MRI Cardiac Multi-Structures Segmentation and Diagnosis: Is the Problem Solved?

Olivier Bernard, Alain Lalande, Clément Zotti et al. · IEEE Transactions on Medical Imaging · 2018 · 2.1K citations · Full text

Convolutional Neural Network, Multiple Instance Learning, Engineering +22

A 2D/3D correspondence building method for reconstruction of a patient-specific 3D bone surface model using point distribution models and calibrated X-ray images

Guoyan Zheng, Sebastian T. Gollmer, Steffen Schumann et al. · Medical Image Analysis · 2008 · 157 citations

Engineering, Anatomical Model, Computer-aided Design +16

Fully automatic detection and segmentation of abdominal aortic thrombus in post-operative CTA images using Deep Convolutional Neural Networks

Karen López‐Linares, Nerea Aranjuelo, Luis Kabongo et al. · Medical Image Analysis · 2018 · 151 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +16

Monotone Stochastic Choice Models: The Case of Risk and Time Preferences

José Apesteguía, Miguel Á. González Ballester · Journal of Political Economy · 2017 · 146 citations

Engineering, Behavioral Decision Making, Choice Theory +22

Statistical deformable bone models for robust 3D surface extrapolation from sparse data

Kumar Rajamani, Martin Styner, Haydar Talib et al. · Medical Image Analysis · 2007 · 125 citations

Geometric Modeling, Sparse Data, Engineering +14