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
Automatic segmentation of meniscus based on MAE self-supervision and point-line weak supervision paradigm Yuhan Xie Kexin Jiang Zhiyong Zhang Shaolong Chen Xiaodong Zhang Changzhen Qiu 38 1 0 07 May 2022
Multiple Degradation and Reconstruction Network for Single Image Denoising via Knowledge Distillation Juncheng Li Hanhui Yang Qiaosi Yi Faming Fang Guangwei Gao T. Zeng Guixu Zhang 30 7 0 29 Apr 2022
3D Shuffle-Mixer: An Efficient Context-Aware Vision Learner of Transformer-MLP Paradigm for Dense Prediction in Medical Volume Jianye Pang Cheng Jiang Yihao Chen Jianbo Chang M. Feng Renzhi Wang Jianhua Yao ViT MedIm 28 11 0 14 Apr 2022
Semantic Segmentation for Point Cloud Scenes via Dilated Graph Feature Aggregation and Pyramid Decoders Yongqiang Mao Xian Sun Kaiqiang Chen Wenhui Diao Zonghao Guo Xiaonan Lu Kun Fu 3DPC 27 7 0 11 Apr 2022
Technical Report on Subspace Pyramid Fusion Network for Semantic Segmentation Mohammed A. M. Elhassan Chunming Yang Chenxi Huang Tewodros Legesse Munea 26 1 0 04 Apr 2022
An End-to-end Supervised Domain Adaptation Framework for Cross-Domain Change Detection Jia-Wei Liu Wenjie Xuan Y. Gan Juhua Liu Bo Du 16 49 0 01 Apr 2022
Traffic4cast at NeurIPS 2021 -- Temporal and Spatial Few-Shot Transfer Learning in Gridded Geo-Spatial Processes Christian Eichenberger M. Neun Henry Martin Pedro Herruzo M. Spanring ... Fei Tang A. Gruca Michael K Kopp David P. Kreil Sepp Hochreiter 48 19 0 31 Mar 2022
Target and Task specific Source-Free Domain Adaptive Image Segmentation VS Vibashan Jeya Maria Jose Valanarasu Vishal M. Patel OOD 32 17 0 29 Mar 2022
Category Guided Attention Network for Brain Tumor Segmentation in MRI Jiangyun Li Hong Yu Chen Chen Meng Ding Sen Zha 17 13 0 29 Mar 2022
Identification and classification of exfoliated graphene flakes from microscopy images using a hierarchical deep convolutional neural network Soroush Mahjoubi Fan Ye Yi Bao Weina Meng Xian Zhang 28 13 0 29 Mar 2022
CAT-Net: A Cross-Slice Attention Transformer Model for Prostate Zonal Segmentation in MRI A. Hung Haoxin Zheng Qi Miao S. Raman D. Terzopoulos Kyunghyun Sung ViT MedIm 38 44 0 29 Mar 2022
MFSNet: A Multi Focus Segmentation Network for Skin Lesion Segmentation Hritam Basak Rohit Kundu R. Sarkar 27 67 0 27 Mar 2022
Learning to segment fetal brain tissue from noisy annotations Davood Karimi C. Rollins C. Velasco-Annis Abdelhakim Ouaalam Ali Gholipour 26 25 0 25 Mar 2022
High-resolution Iterative Feedback Network for Camouflaged Object Detection Xiaobin Hu Deng-Ping Fan Xuebin Qin Hang Dai Wenqi Ren Ying Tai Chengjie Wang Ling Shao 54 109 0 22 Mar 2022
Slice Imputation: Intermediate Slice Interpolation for Anisotropic 3D Medical Image Segmentation Zhaotao Wu Jia Wei Jiabing Wang Rui Li 25 4 0 21 Mar 2022
Soft-CP: A Credible and Effective Data Augmentation for Semantic Segmentation of Medical Lesions Pingping Dai Licong Dong Ruihan Zhang Haiming Zhu Jie Wu Kehong Yuan MedIm 29 4 0 20 Mar 2022
Distortion-Tolerant Monocular Depth Estimation On Omnidirectional Images Using Dual-cubemap Zhijie Shen Chunyu Lin Lang Nie K. Liao Yao Zhao MDE 52 15 0 18 Mar 2022
Surface Defect Detection and Evaluation for Marine Vessels using Multi-Stage Deep Learning Lianshuang Yu Kareem M. Metwaly James Z. Wang V. Monga 32 5 0 17 Mar 2022
Neural network processing of holographic images John S. Schreck Gabrielle Gantos M. Hayman A. Bansemer D. Gagne 44 7 0 16 Mar 2022
HUMUS-Net: Hybrid unrolled multi-scale network architecture for accelerated MRI reconstruction Zalan Fabian Berk Tinaz Mahdi Soltanolkotabi 43 50 0 15 Mar 2022
A Mixed Quantization Network for Computationally Efficient Mobile Inverse Tone Mapping Juan Borrego-Carazo Mete Ozay Frederik Laboyrie Paul Wisbey MQ 21 0 0 12 Mar 2022
Towards Bi-directional Skip Connections in Encoder-Decoder Architectures and Beyond Tiange Xiang Chaoyi Zhang Xinyi Wang Yang Song Dongnan Liu Heng-Chiao Huang Weidong (Tom) Cai MedIm AI4CE SSeg 35 13 0 11 Mar 2022
UNeXt: MLP-based Rapid Medical Image Segmentation Network Jeya Maria Jose Valanarasu Vishal M. Patel SSeg 38 484 0 09 Mar 2022
3D Dense Face Alignment with Fused Features by Aggregating CNNs and GCNs Y. Meng Xu Chen Dongxu Gao Yitian Zhao Xiaoyun Yang Yihong Qiao Xiaowei Huang Yalin Zheng 3DH 3DPC CVBM 25 3 0 09 Mar 2022
Stepwise Feature Fusion: Local Guides Global Jinfeng Wang Qiming Huang Feilong Tang Jia Meng Jionglong Su Sifan Song ViT MedIm 27 181 0 07 Mar 2022
Deep-ASPECTS: A Segmentation-Assisted Model for Stroke Severity Measurement Ujjwal Upadhyay Mukul Ranjan S. Golla Swetha Tanamala Preetham Sreenivas Sasank Chilamkurthy J. Pandian J. Tarpley 21 4 0 05 Mar 2022
BoostMIS: Boosting Medical Image Semi-supervised Learning with Adaptive Pseudo Labeling and Informative Active Annotation Wenqiao Zhang Lei Zhu James Hallinan A. Makmur Shengyu Zhang Qingpeng Cai Beng Chin Ooi 30 79 0 04 Mar 2022
Characterizing Renal Structures with 3D Block Aggregate Transformers Xin Yu Yucheng Tang Yinchi Zhou Riqiang Gao Qi Yang ... Yuankai Huo Zhoubing Xu Thomas A. Lasko R. Abramson Bennett A. Landman MedIm ViT 32 3 0 04 Mar 2022
JOINED : Prior Guided Multi-task Learning for Joint Optic Disc/Cup Segmentation and Fovea Detection Huaqing He Li Lin Zhiyuan Cai Xiaoying Tang 16 11 0 01 Mar 2022
A Data-scalable Transformer for Medical Image Segmentation: Architecture, Model Efficiency, and Benchmark Yunhe Gao Mu Zhou Ding Liu Zhennan Yan Shaoting Zhang Dimitris N. Metaxas ViT MedIm 28 68 0 28 Feb 2022
AGMR-Net: Attention Guided Multiscale Recovery framework for stroke segmentation Xiuquan Du Kunpeng Ma Yuhui Song 21 10 0 28 Feb 2022
DXM-TransFuse U-net: Dual Cross-Modal Transformer Fusion U-net for Automated Nerve Identification Baijun Xie Gary Milam B. Ning J. Cha C. Park MedIm 33 7 0 27 Feb 2022
Factorizer: A Scalable Interpretable Approach to Context Modeling for Medical Image Segmentation Pooya Ashtari Diana Sima L. De Lathauwer D. Sappey-Marinier F. Maes Sabine Van Huffel ViT MedIm 31 35 0 24 Feb 2022
DDoS-UNet: Incorporating temporal information using Dynamic Dual-channel UNet for enhancing super-resolution of dynamic MRI S. Chatterjee Chompunuch Sarasaen G. Rose A. Nürnberger Oliver Speck SupR 39 5 0 10 Feb 2022
Optimal Hyperparameters and Structure Setting of Multi-Objective Robust CNN Systems via Generalized Taguchi Method and Objective Vector Norm Shengjie Wang Shanshan Jiang 9 0 0 09 Feb 2022
L2B: Learning to Bootstrap Robust Models for Combating Label Noise Yuyin Zhou Xianhang Li Fengze Liu Qingyue Wei Xuxi Chen Lequan Yu Cihang Xie M. Lungren Lei Xing NoLa 47 3 0 09 Feb 2022
Enhancing Organ at Risk Segmentation with Improved Deep Neural Networks I. Isler C. Lisle J. Rineer P. Kelly D. Turgut Jacob Ricci Ulas Bagci SSeg 19 4 0 03 Feb 2022
AWSnet: An Auto-weighted Supervision Attention Network for Myocardial Scar and Edema Segmentation in Multi-sequence Cardiac Magnetic Resonance Images Kaini Wang Xin Yang Juzheng Miao Lei Li Jing Yao Ping Zhou Wufeng Xue Guangquan Zhou Xiahai Zhuang Dong Ni 28 41 0 14 Jan 2022
NFANet: A Novel Method for Weakly Supervised Water Extraction from High-Resolution Remote Sensing Imagery Ming Lu Leyuan Fang Muxing Li Bob Zhang Yi Zhang Pedram Ghamisi 37 31 0 10 Jan 2022
BDG-Net: Boundary Distribution Guided Network for Accurate Polyp Segmentation Zihuan Qiu Zhichuan Wang Miaomiao Zhang Ziyong Xu Jie Fan Linfeng Xu 30 52 0 03 Jan 2022
Leveraging Image Complexity in Macro-Level Neural Network Design for Medical Image Segmentation T. M. Khan Syed S. Naqvi Erik H. W. Meijering SSeg 37 24 0 21 Dec 2021
Deep Co-supervision and Attention Fusion Strategy for Automatic COVID-19 Lung Infection Segmentation on CT Images Haigen Hu Leizhao Shen Q. Guan Xiaoxin Li Qianwei Zhou S. Ruan 21 29 0 20 Dec 2021
3D Structural Analysis of the Optic Nerve Head to Robustly Discriminate Between Papilledema and Optic Disc Drusen M. Girard S. Panda T. A. Tun E. A. Wibroe Raymond P. Najjar A. Tin Alexandre Hoang Thiery S. Hamann C. Fraser D. Milea 52 3 0 18 Dec 2021
TRACER: Extreme Attention Guided Salient Object Tracing Network Min Seok Lee Wooseok Shin S. W. Han 31 82 0 14 Dec 2021
Learning to Transfer for Traffic Forecasting via Multi-task Learning Y. Lu AI4TS 38 7 0 27 Nov 2021
A Robust Volumetric Transformer for Accurate 3D Tumor Segmentation Himashi Peiris Munawar Hayat Zhaolin Chen Gary Egan Mehrtash Harandi ViT MedIm 22 123 0 26 Nov 2021
Causality-inspired Single-source Domain Generalization for Medical Image Segmentation Cheng Ouyang Chen Chen Surui Li Zeju Li C. Qin Wenjia Bai Daniel Rueckert OOD 34 156 0 24 Nov 2021
GMSRF-Net: An improved generalizability with global multi-scale residual fusion network for polyp segmentation Abhishek Srivastava S. Chanda Debesh Jha Umapada Pal Sharib Ali MedIm 22 23 0 20 Nov 2021
Deep Neural Networks for Automatic Grain-matrix Segmentation in Plane and Cross-polarized Sandstone Photomicrographs Rajdeep Das Ajoy Mondal T. Chakraborty Kuntal Ghosh 65 11 0 13 Nov 2021
A Shallow U-Net Architecture for Reliably Predicting Blood Pressure (BP) from Photoplethysmogram (PPG) and Electrocardiogram (ECG) Signals S. Mahmud Nabil Ibtehaz Amith Khandakar Anas Tahir Tawsifur Rahman K. R. Islam Md. Shafayet Hossain M. S. Rahman Mohammad Tariqul Islam M. Chowdhury 26 52 0 12 Nov 2021