CapsNet for Medical Image Segmentation

16 March 2022

Ngan Le

Papers citing "CapsNet for Medical Image Segmentation"

21 / 21 papers shown

Title
3D-UCaps: 3D Capsules Unet for Volumetric Image Segmentation Tan H. Nguyen Binh-Son Hua Ngan Le 3DPC MedIm 98 32 0 16 Mar 2022
SS-3DCapsNet: Self-supervised 3D Capsule Networks for Medical Segmentation on Less Labeled Data Minh-Khoi Tran Loi Ly Binh-Son Hua Ngan Le 3DPC MedIm 68 17 0 15 Jan 2022
Interpretable Graph Capsule Networks for Object Recognition Jindong Gu Volker Tresp FAtt 47 36 0 03 Dec 2020
DECAPS: Detail-Oriented Capsule Networks Aryan Mobiny Pengyu Yuan P. Cicalese H. Nguyen 3DPC 35 10 0 09 Jul 2020
Radiologist-Level COVID-19 Detection Using CT Scans with Detail-Oriented Capsule Networks Aryan Mobiny P. Cicalese Samira Zare Pengyu Yuan Mohammadsajad Abavisani Carol C. Wu J. Ahuja P. D. Groot H. Nguyen MedIm 71 96 0 16 Apr 2020
Improving the Robustness of Capsule Networks to Image Affine Transformations Jindong Gu Volker Tresp 3DPC 47 51 0 18 Nov 2019
Stacked Capsule Autoencoders Adam R. Kosiorek S. Sabour Yee Whye Teh Geoffrey E. Hinton OCL 56 262 0 17 Jun 2019
Capsule Routing via Variational Bayes Fabio De Sousa Ribeiro Georgios Leontidis Stefanos D. Kollias 82 83 0 27 May 2019
Making Convolutional Networks Shift-Invariant Again Richard Y. Zhang OOD 95 798 0 25 Apr 2019
DeepCaps: Going Deeper with Capsule Networks Jathushan Rajasegaran Vinoj Jayasundara S. Jayasekara Hirunima Jayasekara Suranga Seneviratne Ranga Rodrigo 3DPC 55 194 0 21 Apr 2019
A large annotated medical image dataset for the development and evaluation of segmentation algorithms Amber L. Simpson Michela Antonelli Spyridon Bakas Michel Bilello Keyvan Farahani ... M. McHugo S. Napel Eugene Vorontsov Lena Maier-Hein M. Jorge Cardoso 117 862 0 25 Feb 2019
Strike (with) a Pose: Neural Networks Are Easily Fooled by Strange Poses of Familiar Objects Michael A. Alcorn Melvin Johnson Zhitao Gong Chengfei Wang Long Mai Naveen Ari Stella Laurenzo 96 298 0 28 Nov 2018
Generalized Capsule Networks with Trainable Routing Procedure Zhenhua Chen David J. Crandall 3DPC MedIm 52 31 0 27 Aug 2018
Fast CapsNet for Lung Cancer Screening Aryan Mobiny H. Nguyen MedIm 51 137 0 19 Jun 2018
Why do deep convolutional networks generalize so poorly to small image transformations? Aharon Azulay Yair Weiss 82 562 0 30 May 2018
Capsules for Object Segmentation Rodney LaLonde Ulas Bagci SSeg MedIm 63 270 0 11 Apr 2018
Exploring the Landscape of Spatial Robustness Logan Engstrom Brandon Tran Dimitris Tsipras Ludwig Schmidt Aleksander Madry AAML 98 363 0 07 Dec 2017
Dynamic Routing Between Capsules S. Sabour Nicholas Frosst Geoffrey E. Hinton 190 4,606 0 26 Oct 2017
Validation, comparison, and combination of algorithms for automatic detection of pulmonary nodules in computed tomography images: the LUNA16 challenge A. Setio A. Traverso Thomas de Bel Moira S. N. Berens C. V. D. Bogaard ... Jef Vandemeulebroucke N. Walasek G. Zuidhof Bram van Ginneken Colin Jacobs 104 1,080 0 23 Dec 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 160 6,556 0 21 Jun 2016
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 467 43,347 0 11 Feb 2015