Title
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Structure and position-aware graph neural network for airway labeling Weiyi Xie Colin Jacobs Jean-Paul Charbonnier Bram van Ginneken 34 11 0 12 Jan 2022
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Automatic airway segmentation from Computed Tomography using robust and efficient 3-D convolutional neural networks Antonio Garcia-Uceda Juarez R. Selvan Z. Saghir H. Tiddens M. de Bruijne 3DV 50 46 0 30 Mar 2021
Confluent Vessel Trees with Accurate Bifurcations Zhongwen Zhang D. Marin M. Drangova Yuri Boykov 18 5 0 26 Mar 2021
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows Ze Liu Yutong Lin Yue Cao Han Hu Yixuan Wei Zheng Zhang Stephen Lin B. Guo ViT 463 21,439 0 25 Mar 2021
Topology-Aware Segmentation Using Discrete Morse Theory Xiaoling Hu Yusu Wang Fuxin Li Dimitris Samaras Chao Chen 65 91 0 18 Mar 2021
Learning Tubule-Sensitive CNNs for Pulmonary Airway and Artery-Vein Segmentation in CT Yulei Qin Hao Zheng Yun Gu Xiaolin Huang Jie Yang Lihui Wang Feng Yao Y. Zhu Guang-Zhong Yang 44 75 0 10 Dec 2020
AbdomenCT-1K: Is Abdominal Organ Segmentation A Solved Problem? Jun Ma Yao Zhang Song Gu Cheng Zhu Cheng Ge ... Shangqing Liu Yunpeng Wang Yuhui Li Jian He Xiaoping Yang SSeg OOD 95 346 0 28 Oct 2020
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai ... Matthias Minderer G. Heigold Sylvain Gelly Jakob Uszkoreit N. Houlsby ViT 667 41,369 0 22 Oct 2020
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Shape-Aware Organ Segmentation by Predicting Signed Distance Maps Yuan Xue Hui Tang Zhi Qiao G. Gong Yong Yin Zhen Qian Chao Huang Wei Fan Xiaolei Huang MedIm 67 128 0 09 Dec 2019
Deep Distance Transform for Tubular Structure Segmentation in CT Scans Yan Wang Xu Wei Fengze Liu Jieneng Chen Yuyin Zhou Wei Shen Elliot K. Fishman Alan Yuille MedIm 67 108 0 06 Dec 2019
EfficientDet: Scalable and Efficient Object Detection Mingxing Tan Ruoming Pang Quoc V. Le 101 5,059 0 20 Nov 2019
A Topological Loss Function for Deep-Learning based Image Segmentation using Persistent Homology J. Clough Nicholas Byrne Ilkay Oksuz Zhenzhong Lan Julia A. Schnabel A. King 63 221 0 04 Oct 2019
A joint 3D UNet-Graph Neural Network-based method for Airway Segmentation from chest CTs Antonio Garcia-Uceda Juarez Raghavendra Selvan Z. Saghir Marleen de Bruijne 49 72 0 22 Aug 2019
AirwayNet: A Voxel-Connectivity Aware Approach for Accurate Airway Segmentation Using Convolutional Neural Networks Yulei Qin Mingjian Chen Hao Zheng Yun Gu Mali Shen J. Yang Xiaolin Huang Y. Zhu Guang-Zhong Yang 36 70 0 16 Jul 2019
Topology-Preserving Deep Image Segmentation Xiaoling Hu Fuxin Li Dimitris Samaras Chao Chen 45 279 0 12 Jun 2019
`Project & Excite' Modules for Segmentation of Volumetric Medical Scans Anne-Marie Rickmann Abhijit Guha Roy Ignacio Sarasua Nassir Navab Christian Wachinger 3DPC 110 37 0 11 Jun 2019
Large-Scale Long-Tailed Recognition in an Open World Ziwei Liu Zhongqi Miao Xiaohang Zhan Jiayun Wang Boqing Gong Stella X. Yu 151 1,163 0 10 Apr 2019
ResUNet-a: a deep learning framework for semantic segmentation of remotely sensed data F. Diakogiannis F. Waldner P. Caccetta Chen Wu SSeg 122 1,330 0 01 Apr 2019
Evaluation of Algorithms for Multi-Modality Whole Heart Segmentation: An Open-Access Grand Challenge Xiahai Zhuang Lei Li Christian Payer Darko Štern M. Urschler ... Sebastien Ourselin R. Mohiaddin J. Keegan D. Firmin Guang Yang 79 273 0 21 Feb 2019
Boundary loss for highly unbalanced segmentation H. Kervadec Jihene Bouchtiba Christian Desrosiers Eric Granger Jose Dolz Ismail Ben Ayed 49 481 0 17 Dec 2018
Divergence Prior and Vessel-tree Reconstruction Zhongwen Zhang Egor Chesakov D. Marin Yuri Boykov AI4CE 14 7 0 24 Nov 2018
AnatomyNet: Deep Learning for Fast and Fully Automated Whole-volume Segmentation of Head and Neck Anatomy Wentao Zhu Yufang Huang Liang Zeng Xuming Chen Yong Liu Zhen Qian Nan Du Wei Fan Xiaohui Xie SSeg 3DPC 45 437 0 15 Aug 2018
Automatic Airway Segmentation in chest CT using Convolutional Neural Networks Antonio Garcia-Uceda Juarez H. Tiddens M. de Bruijne 50 61 0 14 Aug 2018
BACH: Grand Challenge on Breast Cancer Histology Images Guilherme Aresta Teresa Araújo S. Kwok Sai Saketh Chennamsetty P. MohammedSafwanK. ... L. Boulmane A. Campilho C. Eloy A. Polónia Paulo Aguiar 405 569 0 13 Aug 2018
Combo Loss: Handling Input and Output Imbalance in Multi-Organ Segmentation Saeid Asgari Taghanaki Yefeng Zheng S. Kevin Zhou Bogdan Georgescu Puneet Sharma Daguang Xu Dorin Comaniciu Ghassan Hamarneh 79 336 0 08 May 2018
Extraction of Airways using Graph Neural Networks Raghavendra Selvan Thomas Kipf Max Welling J. Pedersen Jens Petersen Marleen de Bruijne MedIm 60 21 0 12 Apr 2018
Attention U-Net: Learning Where to Look for the Pancreas Ozan Oktay Jo Schlemper Loic Le Folgoc M. J. Lee M. Heinrich ... Jingyu Sun Nils Y. Hammerla Bernhard Kainz Ben Glocker Daniel Rueckert SSeg 161 5,060 0 11 Apr 2018
Deep Learning using Rectified Linear Units (ReLU) Abien Fred Agarap 74 3,229 0 22 Mar 2018
A Closer Look at Spatiotemporal Convolutions for Action Recognition Du Tran Heng Wang Lorenzo Torresani Jamie Ray Yann LeCun Manohar Paluri 228 3,033 0 30 Nov 2017
A systematic study of the class imbalance problem in convolutional neural networks Mateusz Buda A. Maki Maciej A. Mazurowski 218 2,370 0 15 Oct 2017
Skin Lesion Analysis Toward Melanoma Detection: A Challenge at the 2017 International Symposium on Biomedical Imaging (ISBI), Hosted by the International Skin Imaging Collaboration (ISIC) Noel Codella D. Gutman M. E. Celebi Brian Helba Michael Marchetti ... Aadi Kalloo Konstantinos Liopyris N. Mishra Harald Kittler Allan Halpern 94 2,081 0 13 Oct 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 728 132,199 0 12 Jun 2017
Language Modeling with Gated Convolutional Networks Yann N. Dauphin Angela Fan Michael Auli David Grangier 242 2,403 0 23 Dec 2016
Densely Connected Convolutional Networks Gao Huang Zhuang Liu Laurens van der Maaten Kilian Q. Weinberger PINN 3DV 775 36,861 0 25 Aug 2016
Instance Normalization: The Missing Ingredient for Fast Stylization Dmitry Ulyanov Andrea Vedaldi Victor Lempitsky OOD 177 3,711 0 27 Jul 2016
3D U-Net: Learning Dense Volumetric Segmentation from Sparse Annotation Özgün Çiçek Ahmed Abdulkadir S. Lienkamp Thomas Brox Olaf Ronneberger 3DV 3DPC SSeg 3DH 152 6,549 0 21 Jun 2016
V-Net: Fully Convolutional Neural Networks for Volumetric Medical Image Segmentation Fausto Milletari Nassir Navab Seyed-Ahmad Ahmadi 229 8,706 0 15 Jun 2016
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 463 43,328 0 11 Feb 2015