RICAU-Net: Residual-block Inspired Coordinate Attention U-Net for Segmentation of Small and Sparse Calcium Lesions in Cardiac CT

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RICAU-Net: Residual-block Inspired Coordinate Attention U-Net for Segmentation of Small and Sparse Calcium Lesions in Cardiac CT

IEEE International Symposium on Biomedical Imaging (ISBI), 2024

11 September 2024

Qi Chang

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Papers citing "RICAU-Net: Residual-block Inspired Coordinate Attention U-Net for Segmentation of Small and Sparse Calcium Lesions in Cardiac CT"

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Title
Attention Mechanisms in Computer Vision: A SurveyComputational Visual Media (CVM), 2021 Meng-Hao Guo Tianhan Xu Jiangjiang Liu Zheng-Ning Liu Peng-Tao Jiang Tai-Jiang Mu Song-Hai Zhang Ralph Robert Martin Ming-Ming Cheng Shimin Hu 238 2,035 0 15 Nov 2021
Coordinate Attention for Efficient Mobile Network DesignComputer Vision and Pattern Recognition (CVPR), 2021 Qibin Hou Daquan Zhou Jiashi Feng 164 4,083 0 04 Mar 2021
FLANNEL: Focal Loss Based Neural Network Ensemble for COVID-19 Detection Zhi Qiao Austin Bae Lucas Glass Cao Xiao Jimeng Sun 154 30 0 30 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 1.2K 53,494 0 22 Oct 2020
SA-UNet: Spatial Attention U-Net for Retinal Vessel SegmentationInternational Conference on Pattern Recognition (ICPR), 2020 Changlu Guo Marton Szemenyei Yugen Yi Wenle Wang Buer Chen Changqi Fan SSeg 222 420 0 07 Apr 2020
ResUNet++: An Advanced Architecture for Medical Image SegmentationIEEE International Symposium on Multimedia (ISM), 2019 Debesh Jha P. Smedsrud Michael A. Riegler Dag Johansen Thomas de Lange Pål Halvorsen H. Johansen SSeg 201 1,133 0 16 Nov 2019
Automatic Calcium Scoring in Cardiac and Chest CT Using DenseRAUnet Jiechao Ma Rongguo Zhang 61 5 0 26 Jul 2019
Direct Automatic Coronary Calcium Scoring in Cardiac and Chest CTIEEE Transactions on Medical Imaging (TMI), 2019 B. D. de Vos J. Wolterink T. Leiner P. D. de Jong Nikolas Lessmann Ivana Isgum 146 94 0 12 Feb 2019
Bag of Tricks for Image Classification with Convolutional Neural Networks Tong He Zhi-Li Zhang Hang Zhang Zhongyue Zhang Junyuan Xie Mu Li 614 1,519 0 04 Dec 2018
3D Segmentation with Exponential Logarithmic Loss for Highly Unbalanced Object Sizes Ken C. L. Wong Mehdi Moradi Hui Tang Tanveer Syeda-Mahmood 3DV SSeg 263 203 0 31 Aug 2018
UNet++: A Nested U-Net Architecture for Medical Image Segmentation Zongwei Zhou M. R. Siddiquee Nima Tajbakhsh Jianming Liang SSeg 601 7,569 0 18 Jul 2018
CBAM: Convolutional Block Attention ModuleEuropean Conference on Computer Vision (ECCV), 2018 Sanghyun Woo Jongchan Park Joon-Young Lee In So Kweon 509 20,559 0 17 Jul 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 564 6,243 0 11 Apr 2018
Automatic calcium scoring in low-dose chest CT using deep neural networks with dilated convolutions Nikolas Lessmann Bram van Ginneken M. Zreik P. D. de Jong B. D. de Vos M. Viergever Ivana Išgum 112 208 0 01 Nov 2017
Squeeze-and-Excitation Networks Jie Hu Li Shen Samuel Albanie Gang Sun Enhua Wu 1.4K 30,918 0 05 Sep 2017
Grad-CAM: Visual Explanations from Deep Networks via Gradient-based LocalizationInternational Journal of Computer Vision (IJCV), 2016 Ramprasaath R. Selvaraju Michael Cogswell Abhishek Das Ramakrishna Vedantam Devi Parikh Dhruv Batra FAtt 840 23,664 0 07 Oct 2016
SGDR: Stochastic Gradient Descent with Warm Restarts I. Loshchilov Katharina Eggensperger ODL 844 9,417 0 13 Aug 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 3.6K 214,399 0 10 Dec 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 2.8K 87,821 0 18 May 2015