Martin Rajchl

Automated cardiovascular magnetic resonance image analysis with fully convolutional networks

Wenjia Bai, Matthew Sinclair, Giacomo Tarroni et al. · Journal of Cardiovascular Magnetic Resonance · 2018 · 719 citations · Full text

DeepCut: Object Segmentation From Bounding Box Annotations Using Convolutional Neural Networks

Martin Rajchl, Matthew C. H. Lee, Ozan Oktay et al. · IEEE Transactions on Medical Imaging · 2016 · 410 citations · Full text

Metric learning with spectral graph convolutions on brain connectivity networks

Sofia Ira Ktena, Sarah Parisot, Enzo Ferrante et al. · NeuroImage · 2017 · 365 citations

Spectral Theory, Spectral Graph Convolutions, Manifold Learning +11

MRBrainS Challenge: Online Evaluation Framework for Brain Image Segmentation in 3T MRI Scans

Adriënne M. Mendrik, Koen L. Vincken, Hugo J. Kuijf et al. · Computational Intelligence and Neuroscience · 2015 · 262 citations · Full text

Multi-modal Learning from Unpaired Images: Application to Multi-organ Segmentation in CT and MRI

Vanya V. Valindria, Nick Pawlowski, Martin Rajchl et al. · 2018 · 133 citations

Convolutional Neural Network, Medical Image Segmentation, Engineering +25