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"

50 / 419 papers shown

Title
Mutual Graph Learning for Camouflaged Object Detection Qiang Zhai Xin Li Fan Yang Chenglizhao Chen Hong Cheng Deng-Ping Fan 29 197 0 03 Apr 2021
UNETR: Transformers for 3D Medical Image Segmentation Ali Hatamizadeh Yucheng Tang Vishwesh Nath Dong Yang Andriy Myronenko Bennett Landman H. Roth Daguang Xu ViT MedIm 95 1,538 0 18 Mar 2021
U-Net Transformer: Self and Cross Attention for Medical Image Segmentation Olivier Petit Nicolas Thome Clément Rambour L. Soler ViT MedIm 35 237 0 10 Mar 2021
TransBTS: Multimodal Brain Tumor Segmentation Using Transformer Wenxuan Wang Chen Chen Meng Ding Jiangyun Li Hong Yu Sen Zha ViT MedIm 10 701 0 07 Mar 2021
Graph-based Pyramid Global Context Reasoning with a Saliency-aware Projection for COVID-19 Lung Infections Segmentation Huimin Huang Ming Cai Lanfen Lin Jing Zheng Xiongwei Mao ... Jianying Zhou Yutaro Iwamoto Xianhua Han Yenwei Chen Ruofeng Tong 23 13 0 07 Mar 2021
Deeply supervised UNet for semantic segmentation to assist dermatopathological assessment of Basal Cell Carcinoma (BCC) Jean LeĆlerc Arrastia Nick Heilenkötter Daniel Otero Baguer Lena Hauberg-Lotte T. Boskamp Sonja Hetzer Nicole Duschner Jörg Schaller Peter Maass 24 44 0 05 Mar 2021
SpecTr: Spectral Transformer for Hyperspectral Pathology Image Segmentation Boxiang Yun Yan Wang Jieneng Chen Huiyu Wang Wei Shen Qingli Li ViT MedIm 23 49 0 05 Mar 2021
Semi-supervised Learning for COVID-19 Image Classification via ResNet Lucy Nwuso Xiangfang Li Lijun Qian Seungchan Kim Xishuang Dong 19 5 0 27 Feb 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
A Hierarchical Conditional Random Field-based Attention Mechanism Approach for Gastric Histopathology Image Classification Yixin Li Xinran Wu Chen Li Changhao Sun M. Rahaman Hao Chen Yudong Yao Xiaoyan Li Yong Zhang Tao Jiang 34 25 0 21 Feb 2021
A Deep Learning-based Method to Extract Lumen and Media-Adventitia in Intravascular Ultrasound Images Fubao Zhu Zheng Gao Chen Zhao Hai Zhu Yong Dong Jingfeng Jiang N. Dai Weihua Zhou 21 21 0 21 Feb 2021
TransFuse: Fusing Transformers and CNNs for Medical Image Segmentation Yundong Zhang Huiye Liu Qiang Hu ViT MedIm 206 894 0 16 Feb 2021
Deep Texture-Aware Features for Camouflaged Object Detection Jingjing Ren Xiaowei Hu Lei Zhu Xuemiao Xu Yangyang Xu Weiming Wang Zijun Deng Pheng-Ann Heng ObjD 93 109 0 05 Feb 2021
Learning to Segment Human Body Parts with Synthetically Trained Deep Convolutional Networks Alessandro Saviolo Matteo Bonotto D. Evangelista Marco Imperoli Jacopo Lazzaro Emanuele Menegatti Alberto Pretto 3DH 21 3 0 02 Feb 2021
Accurate Camouflaged Object Detection via Mixture Convolution and Interactive Fusion Bo Dong Mingchen Zhuge Yongxiong Wang Hongbo Bi Geng Chen 33 13 0 14 Jan 2021
Generative Adversarial U-Net for Domain-free Medical Image Augmentation Xiaocong Chen Yun Yvonna Li Lina Yao Ehsan Adeli Yu Zhang GAN OOD MedIm 54 17 0 12 Jan 2021
Boundary-Aware Segmentation Network for Mobile and Web Applications Xuebin Qin Deng-Ping Fan Chenyang Huang Cyril Diagne Zichen Zhang Adria Cabeza SantÁnna Albert Suàrez Martin Jägersand Ling Shao SSeg 32 79 0 12 Jan 2021
A Multi-View Dynamic Fusion Framework: How to Improve the Multimodal Brain Tumor Segmentation from Multi-Views? Yi Ding Wei Zheng Guozheng Wu Ji Geng Mingsheng Cao Zhiguang Qin 25 1 0 21 Dec 2020
MA-Unet: An improved version of Unet based on multi-scale and attention mechanism for medical image segmentation Yutong Cai Yong Wang SSeg 39 68 0 20 Dec 2020
HR-Depth: High Resolution Self-Supervised Monocular Depth Estimation Xiaoyang Lyu L. Liu Mengmeng Wang Xin Kong Lina Liu Yong Liu Xinxin Chen Yi Yuan MDE 25 250 0 14 Dec 2020
OCTA-500: A Retinal Dataset for Optical Coherence Tomography Angiography Study Mingchao Li Kun Huang Qiuzhuo Xu Jiadong Yang Yuhan Zhang Zexuan Ji Keren Xie Songtao Yuan Qinghuai Liu Qiang Chen 21 86 0 14 Dec 2020
CHS-Net: A Deep learning approach for hierarchical segmentation of COVID-19 infected CT images Narinder Singh Punn Sonali Agarwal 34 31 0 13 Dec 2020
AIforCOVID: predicting the clinical outcomes in patients with COVID-19 applying AI to chest-X-rays. An Italian multicentre study Paolo Soda N. DÁmico J. Tessadori G. Valbusa V. Guarrasi ... Alessio Del Bue F. Tedoldi Marco Alì Diego Sona S. Papa 24 74 0 11 Dec 2020
Multi-stage Attention ResU-Net for Semantic Segmentation of Fine-Resolution Remote Sensing Images Rui Li Shunyi Zheng Chenxi Duan Jianlin Su Ce Zhang 35 187 0 29 Nov 2020
Learning Multiscale Convolutional Dictionaries for Image Reconstruction Tianlin Liu Anadi Chaman David Belius Ivan Dokmanić 25 27 0 25 Nov 2020
w-Net: Dual Supervised Medical Image Segmentation Model with Multi-Dimensional Attention and Cascade Multi-Scale Convolution Bo Wang Lei Wang Junyang Chen Zhenghua Xu Thomas Lukasiewicz Zhigang Fu 37 7 0 15 Nov 2020
NightVision: Generating Nighttime Satellite Imagery from Infra-Red Observations P. Harder W. Jones Redouane Lguensat S. Bouabid James Fulton ... Aris Marcolongo Sofija Stefanović Y. Rao P. Manshausen D. Watson‐Parris 13 7 0 13 Nov 2020
Covariance Self-Attention Dual Path UNet for Rectal Tumor Segmentation Haijun Gao Bochuan Zheng Dazhi Pan Xiangyin Zeng 22 2 0 04 Nov 2020
U-Net and its variants for medical image segmentation: theory and applications N. Siddique Sidike Paheding Colin P. Elkin Vijay Devabhaktuni SSeg 28 1,045 0 02 Nov 2020
Exploring Overcomplete Representations for Single Image Deraining using CNNs R. Yasarla Jeya Maria Jose Valanarasu Vishal M. Patel 24 19 0 20 Oct 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
Self-grouping Convolutional Neural Networks Qingbei Guo Xiaojun Wu J. Kittler Zhiquan Feng 25 22 0 29 Sep 2020
MicroAnalyzer: A Python Tool for Automated Bacterial Analysis with Fluorescence Microscopy J. Reiner Guy Azran Gal Hyams 14 2 0 26 Sep 2020
UXNet: Searching Multi-level Feature Aggregation for 3D Medical Image Segmentation Yuanfeng Ji Ruimao Zhang Zhuguo Li Jiamin Ren Shaoting Zhang Ping Luo 3DPC 11 23 0 16 Sep 2020
Artificial Intelligence in the Battle against Coronavirus (COVID-19): A Survey and Future Research Directions Thanh Thi Nguyen Quoc Viet Hung Nguyen Dung Nguyen Samuel Yang Peter W. Eklund Thien Huynh-The Thanh Tam Nguyen Quoc-Viet Pham Imran Razzak Edbert B. Hsu 36 190 0 30 Jul 2020
MACU-Net for Semantic Segmentation of Fine-Resolution Remotely Sensed Images Rui Li Chenxi Duan Shunyi Zheng Ce Zhang P. M. Atkinson SSeg 85 85 0 26 Jul 2020
COVID TV-UNet: Segmenting COVID-19 Chest CT Images Using Connectivity Imposed U-Net N. Saeedizadeh Shervin Minaee R. Kafieh Shakib Yazdani Milan Sonka 23 43 0 24 Jul 2020
LORCK: Learnable Object-Resembling Convolution Kernels E. Lazareva Oleg Y. Rogov O. Shegaǐ D. Larionov Dmitry V. Dylov 30 4 0 09 Jul 2020
HDR-GAN: HDR Image Reconstruction from Multi-Exposed LDR Images with Large Motions Yuzhen Niu Jianbin Wu Wenxi Liu Wenzhong Guo Rynson W. H. Lau 3DV 18 150 0 03 Jul 2020
An encoder-decoder-based method for COVID-19 lung infection segmentation O. Elharrouss Nandhini Subramanian S. Al-Maadeed 25 36 0 02 Jul 2020
NestFuse: An Infrared and Visible Image Fusion Architecture based on Nest Connection and Spatial/Channel Attention Models Hui Li Xiaojun Wu Tariq S. Durrani 19 480 0 01 Jul 2020
BiO-Net: Learning Recurrent Bi-directional Connections for Encoder-Decoder Architecture Tiange Xiang Chaoyi Zhang Dongnan Liu Yang Song Heng-Chiao Huang Weidong (Tom) Cai SSeg 27 80 0 01 Jul 2020
Early Exit or Not: Resource-Efficient Blind Quality Enhancement for Compressed Images Qunliang Xing Mai Xu Tianyi Li Zhenyu Guan 23 49 0 30 Jun 2020
COVID-19 Screening Using Residual Attention Network an Artificial Intelligence Approach V. Sharma Curtis E. Dyreson 30 18 0 26 Jun 2020
Automated Detection of COVID-19 from CT Scans Using Convolutional Neural Networks R. Lokwani A. Gaikwad V. Kulkarni Aniruddha Pant A. Kharat 28 21 0 23 Jun 2020
Multiscale Deep Equilibrium Models Shaojie Bai V. Koltun J. Zico Kolter BDL 38 211 0 15 Jun 2020
PraNet: Parallel Reverse Attention Network for Polyp Segmentation Deng-Ping Fan Ge-Peng Ji Tao Zhou Geng Chen Huazhu Fu Jianbing Shen Ling Shao ODL 41 1,145 0 13 Jun 2020
ComboNet: Combined 2D & 3D Architecture for Aorta Segmentation Orhan Akal Zhigang Peng G. Hermosillo 3DV 3DPC 24 4 0 09 Jun 2020
BS-Net: learning COVID-19 pneumonia severity on a large Chest X-Ray dataset A. Signoroni Mattia Savardi Sergio Benini Nicola Adami R. Leonardi ... F. Vaccher M. Ravanelli A. Borghesi R. Maroldi D. Farina 19 37 0 08 Jun 2020
MSDU-net: A Multi-Scale Dilated U-net for Blur Detection Fan Yang X. Xiao 16 14 0 05 Jun 2020