DSU-Net: Distraction-Sensitive U-Net for 3D lung tumor segmentation

Deep Residual Learning for Image Recognition

Kaiming He, Xiangyu Zhang, Shaoqing Ren et al. · 2016 · 214.9K citations · Full text

Image Classification, Deep Neural Networks, Machine Vision +14

Fully convolutional networks for semantic segmentation

Jonathan Long, Evan Shelhamer, Trevor Darrell · 2015 · 36.2K citations

DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs

Liang-Chieh Chen, George Papandreou, Iasonas Kokkinos et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2017 · 21.4K citations

Semantic Image Segmentation, Convolutional Neural Network, Scene Analysis +15

Active contours without edges

Tony F. Chan, Luminita A. Vese · IEEE Transactions on Image Processing · 2001 · 10.2K citations

Engineering, Shape Analysis, Image Sequence Analysis +18

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

Ozan Oktay, Jo Schlemper, Loïc Le Folgoc et al. · ArXiv.org · 2018 · 4.5K citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +18