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
ConvTransSeg: A Multi-resolution Convolution-Transformer Network for Medical Image Segmentation Zhendi Gong Andrew P French Guoping Qiu Xin Chen ViT MedIm 38 6 0 13 Oct 2022
Rejecting noise in Baikal-GVD data with neural networks I. Kharuk G. Rubtsov G. Safronov 15 1 0 10 Oct 2022
LAPFormer: A Light and Accurate Polyp Segmentation Transformer Mai Nguyen Tu Bui Quan Nguyen T. Nguyen Toan Van Pham ViT 3DV MedIm 106 4 0 10 Oct 2022
Transfer Learning with Pretrained Remote Sensing Transformers A. Fuller K. Millard J.R. Green 35 11 0 28 Sep 2022
A Review of Modern Approaches for Coronary Angiography Imaging Analysis Maxim Y Popov Temirgali Aimyshev Eldar Ismailov Ablay Bulegenov S. Fazli 26 3 0 28 Sep 2022
CUTS: A Deep Learning and Topological Framework for Multigranular Unsupervised Medical Image Segmentation Chen Liu Matthew Amodio Liangbo L. Shen Feng Gao A. Avesta Snegha A Jay C. Wang L. V. Priore Smita Krishnaswamy OOD MedIm 33 13 0 23 Sep 2022
Attentive Symmetric Autoencoder for Brain MRI Segmentation Junjia Huang Haofeng Li Guanbin Li Xiang Wan MedIm 35 17 0 19 Sep 2022
A Deep Learning Approach for Parallel Imaging and Compressed Sensing MRI Reconstruction Farhan Sadik Md. Kamrul Hasan MedIm 31 0 0 19 Sep 2022
Deep learning for reconstructing protein structures from cryo-EM density maps: recent advances and future directions Nabin Giri Rajashree Roy Jianlin Cheng 3DV 30 40 0 16 Sep 2022
Medical Image Segmentation using LeViT-UNet++: A Case Study on GI Tract Data Praneeth Nemani Satyanarayana Vollala ViT MedIm 21 15 0 15 Sep 2022
PointScatter: Point Set Representation for Tubular Structure Extraction Dong Wang Zhao Zhang Zi-Long Zhao Yuhang Liu Yihong Chen Liwei Wang 3DPC 44 10 0 13 Sep 2022
MSSPN: Automatic First Arrival Picking using Multi-Stage Segmentation Picking Network Hongtao Wang Jiangshe Zhang Xiaoli Wei Chunxia Zhang Zhenbo Guo Lihong Long Yicheng Wang 25 6 0 07 Sep 2022
SimpleRecon: 3D Reconstruction Without 3D Convolutions Mohamed Sayed J. Gibson Jamie Watson V. Prisacariu Michael Firman Clément Godard 3DV 35 87 0 31 Aug 2022
Fast and Precise Binary Instance Segmentation of 2D Objects for Automotive Applications Darshan Ganganna Ravindra Laslo Dinges A. Al-Hamadi Vasili Baranau 33 0 0 24 Aug 2022
FCN-Transformer Feature Fusion for Polyp Segmentation Edward Sanderson B. Matuszewski ViT MedIm 27 118 0 17 Aug 2022
Stain-Adaptive Self-Supervised Learning for Histopathology Image Analysis Haili Ye Da-han Wang 27 3 0 08 Aug 2022
TransDeepLab: Convolution-Free Transformer-based DeepLab v3+ for Medical Image Segmentation Reza Azad Moein Heidari M. Shariatnia Ehsan Khodapanah Aghdam Sanaz Karimijafarbigloo Ehsan Adeli Dorit Merhof ViT MedIm 25 94 0 01 Aug 2022
TransNorm: Transformer Provides a Strong Spatial Normalization Mechanism for a Deep Segmentation Model Reza Azad Mohammad T. Al-Antary Moein Heidari Dorit Merhof ViT MedIm 32 73 0 27 Jul 2022
BuyTheDips: PathLoss for improved topology-preserving deep learning-based image segmentation Minh On Vu Ngoc Yizi Chen Nicolas Boutry Jonathan Fabrizio Clement Mallet 34 1 0 23 Jul 2022
HiFormer: Hierarchical Multi-scale Representations Using Transformers for Medical Image Segmentation Moein Heidari A. Kazerouni Milad Soltany Kadarvish Reza Azad Ehsan Khodapanah Aghdam Julien Cohen-Adad Dorit Merhof MedIm ViT 25 178 0 18 Jul 2022
BCS-Net: Boundary, Context and Semantic for Automatic COVID-19 Lung Infection Segmentation from CT Images Runmin Cong Hao Yang Qiuping Jiang Wei Gao Haisheng Li C. Wang Yao-Min Zhao Sam Kwong 27 36 0 17 Jul 2022
[Reproducibility Report] Path Planning using Neural A* Search Shreyaa Bhatt Aayush Jain Parv Maheshwari Animesh Jha Debashish Chakravarty 26 1 0 16 Jul 2022
ESFPNet: efficient deep learning architecture for real-time lesion segmentation in autofluorescence bronchoscopic video Qi Chang Danish Ahmad J.W. Toth R. Bascom W. Higgins MedIm 21 49 0 15 Jul 2022
Body Composition Assessment with Limited Field-of-view Computed Tomography: A Semantic Image Extension Perspective Kaiwen Xu Thomas Z. Li Mirza S. Khan Riqiang Gao S. Antic Yuankai Huo K. Sandler Fabien Maldonado Bennett A. Landman 30 10 0 13 Jul 2022
Hybrid Skip: A Biologically Inspired Skip Connection for the UNet Architecture N. Zioulis G. Albanis Petros Drakoulis Federico Álvarez D. Zarpalas P. Daras 29 11 0 11 Jul 2022
TFCNs: A CNN-Transformer Hybrid Network for Medical Image Segmentation Zihan Li Dihan Li Cangbai Xu Wei-Chien Wang Qingqi Hong Qingde Li Jie Tian ViT MedIm 35 46 0 07 Jul 2022
YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors Chien-Yao Wang Alexey Bochkovskiy H. Liao ObjD 44 6,265 0 06 Jul 2022
Trichomonas Vaginalis Segmentation in Microscope Images Lin Li Jingyi Liu Shuo Wang Xun Wang Tian-Zhu Xiang 37 7 0 03 Jul 2022
LViT: Language meets Vision Transformer in Medical Image Segmentation Zihan Li Yunxiang Li Qingde Li Puyang Wang Dazhou Guo Le Lu D. Jin You Zhang Qingqi Hong VLM MedIm 67 134 0 29 Jun 2022
RevBiFPN: The Fully Reversible Bidirectional Feature Pyramid Network Vitaliy Chiley Vithursan Thangarasa Abhay Gupta Anshul Samar Joel Hestness D. DeCoste 52 8 0 28 Jun 2022
Automated GI tract segmentation using deep learning M. Sharma 37 7 0 22 Jun 2022
Productive Reproducible Workflows for DNNs: A Case Study for Industrial Defect Detection Perry Gibson José Cano AI4CE 38 1 0 19 Jun 2022
Free-form Lesion Synthesis Using a Partial Convolution Generative Adversarial Network for Enhanced Deep Learning Liver Tumor Segmentation Yong-Jin Liu Fei Yang Yidong Yang GAN MedIm 32 4 0 18 Jun 2022
TransResU-Net: Transformer based ResU-Net for Real-Time Colonoscopy Polyp Segmentation Nikhil Kumar Tomar Annie Shergill Brandon Rieders Ulas Bagci Debesh Jha ViT MedIm 38 29 0 17 Jun 2022
Parotid Gland MRI Segmentation Based on Swin-Unet and Multimodal Images Zián Xu Yin Dai Fayu Liu Siqi Li Shengmei Liu Li-Li Shi Jun Fu ViT MedIm 16 3 0 07 Jun 2022
R2U++: A Multiscale Recurrent Residual U-Net with Dense Skip Connections for Medical Image Segmentation Mehreen Mubashar Hazrat Ali C. Grönlund Shoaib Azmat SSeg 23 66 0 03 Jun 2022
XBound-Former: Toward Cross-scale Boundary Modeling in Transformers Jiacheng Wang Fei Chen Yuxi Ma Liansheng Wang Zhaodong Fei Jia Shuai Xiangdong Tang Qichao Zhou Jing Qin ViT MedIm 27 63 0 02 Jun 2022
Memory-efficient Segmentation of High-resolution Volumetric MicroCT Images Yuan Wang Laura Blackie I. Miguel-Aliaga Wenjia Bai 3DV 23 3 0 31 May 2022
Progressive Multi-scale Consistent Network for Multi-class Fundus Lesion Segmentation Along He Kai Wang Tao Li Wang Bo Hong Kang Huazhu Fu 37 28 0 31 May 2022
Calibrated Bagging Deep Learning for Image Semantic Segmentation: A Case Study on COVID-19 Chest X-ray Image Lucy Nwosu Xiangfang Li Lijun Qian Seungchan Kim Xishuang Dong 44 3 0 27 May 2022
Harnessing Artificial Intelligence to Infer Novel Spatial Biomarkers for the Diagnosis of Eosinophilic Esophagitis Ariel Larey Eliel Aknin Nati Daniel Garrett A. Osswald J. Caldwell ... M. Collins Nicoleta C. Arva Guang-Yu Yang M. Rothenberg Y. Savir 16 19 0 26 May 2022
Deep Gradient Learning for Efficient Camouflaged Object Detection Ge-Peng Ji Deng-Ping Fan Yu-Cheng Chou Dengxin Dai Alexander Liniger Luc Van Gool 92 138 0 25 May 2022
UNet#: A UNet-like Redesigning Skip Connections for Medical Image Segmentation Ledan Qian Xiao Zhou Yi Li Zhongyi Hu 44 5 0 24 May 2022
Continual Barlow Twins: continual self-supervised learning for remote sensing semantic segmentation V. Marsocci Simone Scardapane CLL 41 26 0 23 May 2022
Deep Digging into the Generalization of Self-Supervised Monocular Depth Estimation Ji-Hoon Bae Sungho Moon Sunghoon Im MDE 33 84 0 23 May 2022
Light In The Black: An Evaluation of Data Augmentation Techniques for COVID-19 CT's Semantic Segmentation Bruno A. Krinski Daniel V. Ruiz E. Todt 3DPC 39 2 0 19 May 2022
ColonFormer: An Efficient Transformer based Method for Colon Polyp Segmentation N. Duc Nguyen Thi Oanh N. T. Thuy Trần Minh Triết V. Dinh ViT MedIm 138 118 0 17 May 2022
Detection Masking for Improved OCR on Noisy Documents Daniel Rotman Ophir Azulai Inbar Shapira Yevgeny Burshtein Udi Barzelay 43 4 0 17 May 2022
Scribble2D5: Weakly-Supervised Volumetric Image Segmentation via Scribble Annotations Qiuhui Chen Yi Hong 43 24 0 13 May 2022
Improved-Flow Warp Module for Remote Sensing Semantic Segmentation Yinjie Zhang Yi Liu Wei Guo 16 0 0 09 May 2022