Recurrent Residual Convolutional Neural Network based on U-Net (R2U-Net) for Medical Image Segmentation

20 February 2018

Papers citing "Recurrent Residual Convolutional Neural Network based on U-Net (R2U-Net) for Medical Image Segmentation"

29 / 79 papers shown

Title
Multi-class motion-based semantic segmentation for ureteroscopy and laser lithotripsy Soumya Gupta Sharib Ali L. Goldsmith B. Turney J. Rittscher 50 3 0 02 Apr 2021
Efficient Palm-Line Segmentation with U-Net Context Fusion Module Toan Pham Van S. T. Nguyen Linh Doan Bao Ngoc N. Tran Ta Minh Thanh 32 6 0 24 Feb 2021
RV-GAN: Segmenting Retinal Vascular Structure in Fundus Photographs using a Novel Multi-scale Generative Adversarial Network Sharif Amit Kamran Khondker Fariha Hossain Alireza Tavakkoli S. Zuckerbrod K. Sanders S. Baker GAN MedIm 35 75 0 03 Jan 2021
U-Net and its variants for medical image segmentation: theory and applications N. Siddique Sidike Paheding Colin P. Elkin Vijay Devabhaktuni SSeg 25 1,044 0 02 Nov 2020
Fast meningioma segmentation in T1-weighted MRI volumes using a lightweight 3D deep learning architecture D. Bouget André Pedersen Sayied Abdol Mohieb Hosainey J. Vanel O. Solheim Ingerid Reinertsen 27 15 0 14 Oct 2020
Automatic Data Augmentation for 3D Medical Image Segmentation Ju Xu Mengzhang Li Zhanxing Zhu MedIm 15 72 0 07 Oct 2020
Medical Image Segmentation Using Deep Learning: A Survey Risheng Wang Tao Lei Xiaogang Du Yong Wan Hongying Meng A. Nandi SSeg OOD 33 544 0 28 Sep 2020
Dual Encoder Fusion U-Net (DEFU-Net) for Cross-manufacturer Chest X-ray Segmentation Lipei Zhang Aozhi Liu Jing Xiao P. Taylor 18 22 0 11 Sep 2020
Machine-learned Regularization and Polygonization of Building Segmentation Masks Stefano Zorzi K. Bittner Friedrich Fraundorfer GAN 16 58 0 24 Jul 2020
ROSE: A Retinal OCT-Angiography Vessel Segmentation Dataset and New Model Yuhui Ma Huaying Hao Huazhu Fu Jiong Zhang Jianlong Yang Jiang-Dong Liu Yalin Zheng Yitian Zhao 30 212 0 10 Jul 2020
Automatic Ischemic Stroke Lesion Segmentation from Computed Tomography Perfusion Images by Image Synthesis and Attention-Based Deep Neural Networks Guotai Wang Tao Song Q. Dong Mei Cui Ning Huang Shaoting Zhang DiffM MedIm 30 73 0 07 Jul 2020
Dual-Sampling Attention Network for Diagnosis of COVID-19 from Community Acquired Pneumonia Xi Ouyang Jiayu Huo L. Xia F. Shan Jun Liu ... Xiaohuan Cao Yaozong Gao Dijia Wu Qian Wang D. Shen 24 312 0 06 May 2020
Residual Attention U-Net for Automated Multi-Class Segmentation of COVID-19 Chest CT Images Xiaocong Chen Lina Yao Yu Zhang 31 197 0 12 Apr 2020
Channel Attention Residual U-Net for Retinal Vessel Segmentation Changlu Guo Marton Szemenyei Yangtao Hu Wenle Wang Wei Zhou Yugen Yi 24 45 0 07 Apr 2020
Multi-level Context Gating of Embedded Collective Knowledge for Medical Image Segmentation Maryam Asadi-Aghbolaghi Reza Azad M. Fathy Sergio Escalera SSeg 20 60 0 10 Mar 2020
A Novel Recurrent Encoder-Decoder Structure for Large-Scale Multi-view Stereo Reconstruction from An Open Aerial Dataset Jin Liu Shunping Ji 3DV 8 74 0 02 Mar 2020
Coronary Wall Segmentation in CCTA Scans via a Hybrid Net with Contours Regularization Kaikai Huang Antonio Tejero-de-Pablos Hiroaki Yamane Y. Kurose Junichi Iho ... M. Horie Keisuke Nishizawa Yusaku Hayashi Y. Koyama Tatsuya Harada 11 9 0 27 Feb 2020
A Transfer Learning Approach for Automated Segmentation of Prostate Whole Gland and Transition Zone in Diffusion Weighted MRI Saman Motamed Isha Gujrathi D. Deniffel Anton Oentoro M. Haider Farzad Khalvati MedIm 11 9 0 20 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 33 751 0 27 Aug 2019
Accurate Retinal Vessel Segmentation via Octave Convolution Neural Network Zhun Fan Jiajie Mo Benzhang Qiu Wenji Li Guijie Zhu Chong Li Jianye Hu Yibiao Rong Xinjian Chen 28 29 0 28 Jun 2019
Deep Dilated Convolutional Nets for the Automatic Segmentation of Retinal Vessels Ali Hatamizadeh H. Hosseini Zhengyuan Liu S. Schwartz Demetri Terzopoulos MedIm 11 25 0 28 May 2019
Advanced Deep Convolutional Neural Network Approaches for Digital Pathology Image Analysis: a comprehensive evaluation with different use cases Md. Zahangir Alom Theus H. Aspiras T. Taha V. Asari T. Bowen D. Billiter Simon Arkell 27 32 0 19 Apr 2019
From Dark Matter to Galaxies with Convolutional Networks Xinyue Zhang Yanfang Wang Wei Zhang Yueqiu Sun Siyu He Gabriella Contardo F. Villaescusa-Navarro S. Ho OOD 19 43 0 15 Feb 2019
FocusNet: An attention-based Fully Convolutional Network for Medical Image Segmentation Chaitanya Kaul S. Manandhar Nick E. Pears SSeg 19 129 0 08 Feb 2019
Robust neural circuit reconstruction from serial electron microscopy with convolutional recurrent networks Drew Linsley Junkyung Kim D. Berson Thomas Serre 3DV 30 17 0 28 Nov 2018
LadderNet: Multi-path networks based on U-Net for medical image segmentation Juntang Zhuang SSeg MedIm 27 228 0 17 Oct 2018
Unsupervised learning of the brain connectivity dynamic using residual D-net Youngjoo Seo Manuel Morante Y. Kopsinis Sergios Theodoridis 15 4 0 20 Apr 2018
The History Began from AlexNet: A Comprehensive Survey on Deep Learning Approaches Md. Zahangir Alom T. Taha C. Yakopcic Stefan Westberg P. Sidike Mst Shamima Nasrin B. Van Essen A. Awwal V. Asari VLM 29 873 0 03 Mar 2018
A Survey on Deep Learning in Medical Image Analysis G. Litjens Thijs Kooi B. Bejnordi A. Setio F. Ciompi Mohsen Ghafoorian Jeroen van der Laak Bram van Ginneken C. I. Sánchez OOD 310 10,621 0 19 Feb 2017