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

18 July 2018

Zongwei Zhou

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

42 / 1,192 papers shown

Title
Weight mechanism: adding a constant in concatenation of series connect Xiaojie Qi 21 0 0 07 Mar 2020
Two-stage multi-scale breast mass segmentation for full mammogram analysis without user intervention Yutong Yan Pierre-Henri Conze G. Quellec M. Lamard B. Cochener Gouenou Coatrieux 38 1 0 27 Feb 2020
Segmentation-based Method combined with Dynamic Programming for Brain Midline Delineation Shen Wang Kongming Liang Changzai Pan Chuyang Ye Xiuli Li Feng Liu Yizhou Yu Yizhou Wang 11 6 0 27 Feb 2020
Random Bundle: Brain Metastases Segmentation Ensembling through Annotation Randomization Darvin Yi E. Grøvik Michael Iv E. Tong Greg Zaharchuk D. Rubin 41 2 0 23 Feb 2020
T-Net: Learning Feature Representation with Task-specific Supervision for Biomedical Image Analysis Weinan Song Yuan Liang Jiawei Yang Kun Wang Lei He 19 0 0 19 Feb 2020
Deep Convolutional Neural Networks with Spatial Regularization, Volume and Star-shape Priori for Image Segmentation Jun Liu Xiang Wang X. Tai 70 36 0 10 Feb 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 65 103 0 26 Jan 2020
Segmentation of Cellular Patterns in Confocal Images of Melanocytic Lesions in vivo via a Multiscale Encoder-Decoder Network (MED-Net) Kivanc Kose Alican Bozkurt C. Alessi-Fox M. Gill C. Longo G. Pellacani Jennifer Dy Dana H. Brooks M. Rajadhyaksha 43 31 0 03 Jan 2020
Multi-organ Segmentation over Partially Labeled Datasets with Multi-scale Feature Abstraction Xi Fang Pingkun Yan SSeg 78 178 0 01 Jan 2020
A Practical Solution for SAR Despeckling With Adversarial Learning Generated Speckled-to-Speckled Images Ye Yuan Jian Guan Pengming Feng Yanxia Wu 20 9 0 13 Dec 2019
UNet++: Redesigning Skip Connections to Exploit Multiscale Features in Image Segmentation Zongwei Zhou M. R. Siddiquee Nima Tajbakhsh Jianming Liang SSeg 122 2,662 0 11 Dec 2019
FocusNet++: Attentive Aggregated Transformations for Efficient and Accurate Medical Image Segmentation Chaitanya Kaul Nick E. Pears Hang Dai Roderick Murray-Smith S. Manandhar SSeg 39 6 0 04 Dec 2019
Make Thunderbolts Less Frightening -- Predicting Extreme Weather Using Deep Learning Christian Schön J. Dittrich 16 2 0 03 Dec 2019
Reinventing 2D Convolutions for 3D Images Jiancheng Yang Xiaoyang Huang Yi He Jingwei Xu Canqian Yang Guozheng Xu Bingbing Ni 96 11 0 24 Nov 2019
Iteratively-Refined Interactive 3D Medical Image Segmentation with Multi-Agent Reinforcement Learning X. Liao Wenhao Li Qisen Xu Xiangfeng Wang Bo Jin Xiaoyun Zhang Ya Zhang Yanfeng Wang 95 82 0 23 Nov 2019
Segmenting Medical MRI via Recurrent Decoding Cell Y. Wen Kai Xie Lianghua He MedIm 49 8 0 21 Nov 2019
ResUNet++: An Advanced Architecture for Medical Image Segmentation Debesh Jha P. Smedsrud Michael A. Riegler Dag Johansen Thomas de Lange Pål Halvorsen H. Johansen SSeg 94 928 0 16 Nov 2019
What Do We Really Need? Degenerating U-Net on Retinal Vessel Segmentation Weilin Fu Katharina Breininger Zhaoya Pan Andreas Maier SSeg 16 2 0 06 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 72 225 0 06 Nov 2019
Modified U-Net (mU-Net) with Incorporation of Object-Dependent High Level Features for Improved Liver and Liver-Tumor Segmentation in CT Images Hyunseok Seo Charles Huang M. Bassenne Ruoxiu Xiao Lei Xing 80 279 0 31 Oct 2019
Identification of primary angle-closure on AS-OCT images with Convolutional Neural Networks Chenglang Yuan Cheng Bian Hongjian Kang Shu Liang Kai Ma Yefeng Zheng 21 2 0 23 Oct 2019
MIScnn: A Framework for Medical Image Segmentation with Convolutional Neural Networks and Deep Learning Dominik Muller Frank Kramer 49 120 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 186 682 0 16 Oct 2019
ErrorNet: Learning error representations from limited data to improve vascular segmentation Nima Tajbakhsh B. Lai Shilpa P. Ananth Xiaowei Ding MedIm 138 16 0 10 Oct 2019
FlatteNet: A Simple Versatile Framework for Dense Pixelwise Prediction Xin Cai Yifei Pu 38 5 0 22 Sep 2019
Learn to Segment Organs with a Few Bounding Boxes Abhijeet Parida Arianne Tran Nassir Navab Shadi Albarqouni SSeg 13 1 0 17 Sep 2019
Poly-GAN: Multi-Conditioned GAN for Fashion Synthesis Nilesh Pandey Andreas E. Savakis AI4CE 3DH 48 48 0 05 Sep 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 154 766 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 401 3,638 0 20 Aug 2019
Interlaced Sparse Self-Attention for Semantic Segmentation Lang Huang Yuhui Yuan Jianyuan Guo Chao Zhang Xilin Chen Jingdong Wang 82 156 0 29 Jul 2019
Void region segmentation in ball grid array using u-net approach and synthetic data Vijay Kumar Neeluru Vikas Ahuja 23 3 0 07 Jul 2019
A Novel Deep Learning Pipeline for Retinal Vessel Detection in Fluorescein Angiography Li Ding Mohammad H. Bawany Ajay E. Kuriyan R. Ramchandran C. Wykoff G. Sharma MedIm 26 33 0 05 Jul 2019
ELKPPNet: An Edge-aware Neural Network with Large Kernel Pyramid Pooling for Learning Discriminative Features in Semantic Segmentation Xianwei Zheng Linxi Huan Hanjiang Xiong J. Gong SSeg 20 6 0 27 Jun 2019
Joint Multi-frame Detection and Segmentation for Multi-cell Tracking Zibin Zhou Fei Wang Wen Xi Hu Chen Peng Gao Chengkang He 34 29 0 26 Jun 2019
Enforcing temporal consistency in Deep Learning segmentation of brain MR images Malav Bateriwala Pierrick Bourgeat 25 3 0 13 Jun 2019
High-Resolution Representations for Labeling Pixels and Regions Ke Sun Yang Zhao Borui Jiang Tianheng Cheng Bin Xiao Dong Liu Yadong Mu Xinggang Wang Wenyu Liu Jingdong Wang SSeg 85 782 0 09 Apr 2019
UU-Nets Connecting Discriminator and Generator for Image to Image Translation Jionghao Wu GAN 26 1 0 04 Apr 2019
A Model-Driven Stack-Based Fully Convolutional Network for Pancreas Segmentation Hao Li Jun Yu Li Xiaozhu Lin Xiaohua Qian 42 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 112 119 0 02 Dec 2018
OCNet: Object Context Network for Scene Parsing Yuhui Yuan Lang Huang Jianyuan Guo Chao Zhang Xilin Chen Jingdong Wang 87 605 0 04 Sep 2018
Segmentation of Microscopy Data for finding Nuclei in Divergent Images Shivam Singh Stuti Pathak 17 0 0 19 Aug 2018
Medical Image Analysis using Convolutional Neural Networks: A Review Syed Muhammad Anwar Muhammad Majid A. Qayyum Muhammad Awais M. Alnowami Muhammad Khurram Khan MedIm 96 1,049 0 04 Sep 2017