UNet++: A Nested U-Net Architecture for Medical Image Segmentation

UNet++: A Nested U-Net Architecture for Medical Image Segmentation

18 July 2018

Zongwei Zhou

M. R. Siddiquee

Papers citing "UNet++: A Nested U-Net Architecture for Medical Image Segmentation"

19 / 419 papers shown

Title
A comparative study of 2D image segmentation algorithms for traumatic brain lesions using CT data from the ProTECTIII multicenter clinical trial Shruti Jadon Owen P. Leary I. Pan Tyler Harder D. Wright Lisa H. Merck D. Merck 38 27 0 01 Jun 2020
Synergistic Learning of Lung Lobe Segmentation and Hierarchical Multi-Instance Classification for Automated Severity Assessment of COVID-19 in CT Images Kelei He Wei Zhao Xingzhi Xie Wen Ji Mingxia Liu ... F. Shi Yang Gao Jun Liu Junfeng Zhang Dinggang Shen 33 96 0 08 May 2020
COVID-19 Chest CT Image Segmentation -- A Deep Convolutional Neural Network Solution Qingsen Yan Bo Wang Dong Gong Chuan Luo Wei Zhao Jianhuo Shen Javen Qinfeng Shi Shuo Jin Liang Zhang Zheng You 24 151 0 23 Apr 2020
Inf-Net: Automatic COVID-19 Lung Infection Segmentation from CT Images Deng-Ping Fan Tao Zhou Ge-Peng Ji Yi Zhou Geng Chen Huazhu Fu Jianbing Shen Ling Shao 13 963 0 22 Apr 2020
DeepStrip: High Resolution Boundary Refinement Peng Zhou Brian L. Price Scott D. Cohen G. Wilensky L. Davis 26 19 0 25 Mar 2020
Mapping the Landscape of Artificial Intelligence Applications against COVID-19 Joseph Aylett-Bullock A. Luccioni K. H. Pham C. Lam M. Luengo-Oroz AI4CE 41 406 0 25 Mar 2020
Abdominal multi-organ segmentation with cascaded convolutional and adversarial deep networks Pierre-Henri Conze A. Emre Kavur E. Gall N. Gezer Y. Meur M. Alper Selver F. Rousseau SSeg MedIm 19 100 0 26 Jan 2020
UNet++: Redesigning Skip Connections to Exploit Multiscale Features in Image Segmentation Zongwei Zhou M. R. Siddiquee Nima Tajbakhsh Jianming Liang SSeg 57 2,575 0 11 Dec 2019
Reinventing 2D Convolutions for 3D Images Jiancheng Yang Xiaoyang Huang Yi He Jingwei Xu Canqian Yang Guozheng Xu Bingbing Ni 24 11 0 24 Nov 2019
ResUNet++: An Advanced Architecture for Medical Image Segmentation Debesh Jha P. Smedsrud Michael A. Riegler Dag Johansen Thomas de Lange P. Halvorsen H. Johansen SSeg 33 893 0 16 Nov 2019
Machine Learning Techniques for Biomedical Image Segmentation: An Overview of Technical Aspects and Introduction to State-of-Art Applications Hyunseok Seo M. B. Khuzani V. Vasudevan Charles Huang Hongyi Ren Ruoxiu Xiao Xiao Jia Lei Xing VLM 24 218 0 06 Nov 2019
MIScnn: A Framework for Medical Image Segmentation with Convolutional Neural Networks and Deep Learning Dominik Muller Frank Kramer 28 117 0 21 Oct 2019
Deep Semantic Segmentation of Natural and Medical Images: A Review Saeid Asgari Taghanaki Kumar Abhishek Joseph Paul Cohen Julien Cohen-Adad Ghassan Hamarneh SSeg VLM 45 667 0 16 Oct 2019
Embracing Imperfect Datasets: A Review of Deep Learning Solutions for Medical Image Segmentation Nima Tajbakhsh Laura Jeyaseelan Q. Li J. Chiang Zhihao Wu Xiaowei Ding 35 751 0 27 Aug 2019
Deep High-Resolution Representation Learning for Visual Recognition Jingdong Wang Ke Sun Tianheng Cheng Borui Jiang Chaorui Deng ... Yadong Mu Mingkui Tan Xinggang Wang Wenyu Liu Bin Xiao 195 3,537 0 20 Aug 2019
Joint Multi-frame Detection and Segmentation for Multi-cell Tracking Zibin Zhou Fei Wang Wen Xi Hu Chen Peng Gao Chengkang He 10 29 0 26 Jun 2019
A Model-Driven Stack-Based Fully Convolutional Network for Pancreas Segmentation Hao Li Jun Yu Li Xiaozhu Lin Xiaohua Qian 30 10 0 03 Mar 2019
MDU-Net: Multi-scale Densely Connected U-Net for biomedical image segmentation Jiawei Zhang Yuzhen Jin Jilan Xu Xiaowei Xu Yanchun Zhang SSeg MedIm AI4CE 30 117 0 02 Dec 2018
OCNet: Object Context Network for Scene Parsing Yuhui Yuan Lang Huang Jianyuan Guo Chao Zhang Xilin Chen Jingdong Wang 25 599 0 04 Sep 2018