Matthew Chung Hai Lee

Attention U-Net: Learning Where to Look for the Pancreas

Ozan Oktay, Jo Schlemper, Loïc Le Folgoc et al. · arXiv (Cornell University) · 2018 · 4.6K citations · Full text

Computing, Computer Science, Radiology +17

Deep Unsupervised Clustering with Gaussian Mixture Variational Autoencoders

Nat Dilokthanakul, Pedro A. M. Mediano, Marta Garnelo et al. · arXiv (Cornell University) · 2016 · 500 citations · Full text

Computing, Computer Science, Computer Vision +15

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

Martin Rajchl, Matthew Chung Hai Lee, Ozan Oktay et al. · IEEE Transactions on Medical Imaging · 2016 · 417 citations · Full text

Computing, Computer Science, Radiology +16

TeTrIS: Template Transformer Networks for Image Segmentation With Shape Priors

Matthew Chung Hai Lee, Kersten Petersen, Nick Pawlowski et al. · IEEE Transactions on Medical Imaging · 2019 · 119 citations · Full text

Computing, Biomedical Engineering, Radiology +17

Unsupervised Lesion Detection in Brain CT using Bayesian Convolutional Autoencoders

Nick Pawlowski, Matthew Chung Hai Lee, Martin Rajchl et al. · 2018 · 87 citations

Medicine, Neurology, Radiology +16