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
Temporal-aware Hierarchical Mask Classification for Video Semantic Segmentation Zhaochong An Guolei Sun Zongwei Wu Hao Tang Luc Van Gool VOS 32 4 0 14 Sep 2023
Automating global landslide detection with heterogeneous ensemble deep-learning classification Alexandra Jarna Ganerød Gabriele Franch Erin Lindsay Martina Calovi 28 3 0 12 Sep 2023
Advancing Parsimonious Deep Learning Weather Prediction using the HEALPix Mesh Matthias Karlbauer Nathaniel Cresswell-Clay Dale Durran Raul A Moreno Thorsten Kurth Boris Bonev Noah D. Brenowitz Martin Volker Butz MDE 28 20 0 11 Sep 2023
MS-UNet-v2: Adaptive Denoising Method and Training Strategy for Medical Image Segmentation with Small Training Data Haoyuan Chen Yufei Han Pin Xu Yanyi Li Kuan Li Jianping Yin 39 0 0 07 Sep 2023
Towards Optimal Patch Size in Vision Transformers for Tumor Segmentation Ramtin Mojtahedi M. Hamghalam Richard K G Do Amber L. Simpson ViT MedIm 25 7 0 31 Aug 2023
ECPC-IDS:A benchmark endometrail cancer PET/CT image dataset for evaluation of semantic segmentation and detection of hypermetabolic regions Dechao Tang Tianming Du Deguo Ma Zhiyuan Ma Hongzan Sun M. Grzegorzek Huiyan Jiang Chen Li 48 2 0 16 Aug 2023
Exploring Transfer Learning in Medical Image Segmentation using Vision-Language Models K. Poudel Manish Dhakal Prasiddha Bhandari Rabin Adhikari Safal Thapaliya Bishesh Khanal VLM 30 17 0 15 Aug 2023
LadleNet: A Two-Stage UNet for Infrared Image to Visible Image Translation Guided by Semantic Segmentation Tonghui Zou Lei Chen 20 0 0 12 Aug 2023
InstantAvatar: Efficient 3D Head Reconstruction via Surface Rendering Antonio Canela Pol Caselles Inshah Malik Eduard Ramon Jaime García Jordi Sánchez-Riera G. Triginer Francesc Moreno-Noguer 3DH 27 2 0 09 Aug 2023
High-Resolution Vision Transformers for Pixel-Level Identification of Structural Components and Damage Kareem A. Eltouny S. Sajedi Xiao Liang ViT 22 5 0 06 Aug 2023
DLSIA: Deep Learning for Scientific Image Analysis Eric J. Roberts Tanny Chavez Alexander Hexemer Petrus H. Zwart AI4CE 25 3 0 02 Aug 2023
Multi-layer Aggregation as a key to feature-based OOD detection Benjamin Lambert Florence Forbes Senan Doyle M. Dojat 30 5 0 28 Jul 2023
MCPA: Multi-scale Cross Perceptron Attention Network for 2D Medical Image Segmentation Liang Xu Mingxi Chen Yiyu Cheng Pengfei Shao Shuwei Shen Peng Yao Ronald X. Xu ViT 34 0 0 27 Jul 2023
Self-Supervised and Semi-Supervised Polyp Segmentation using Synthetic Data Enric Moreu Eric Arazo Kevin McGuinness Noel E. O'Connor 43 1 0 22 Jul 2023
Consistency-guided Meta-Learning for Bootstrapping Semi-Supervised Medical Image Segmentation Qingyue Wei Lequan Yu Xianhang Li Wei Shao Cihang Xie Lei Xing Yuyin Zhou 24 10 0 21 Jul 2023
Joint one-sided synthetic unpaired image translation and segmentation for colorectal cancer prevention Enric Moreu Eric Arazo Kevin McGuinness Noel E. O'Connor MedIm 42 2 0 20 Jul 2023
Spinal nerve segmentation method and dataset construction in endoscopic surgical scenarios Shaowu Peng Pengcheng Zhao Yongyu Ye Junying Chen Yunbing Chang Xiaoqing Zheng 20 1 0 20 Jul 2023
TransNuSeg: A Lightweight Multi-Task Transformer for Nuclei Segmentation Zhen-Peng He Mathias Unberath Jing Ke Yiqing Shen ViT MedIm 17 18 0 16 Jul 2023
DenseMP: Unsupervised Dense Pre-training for Few-shot Medical Image Segmentation Zhaoxin Fan Puquan Pan Zeren Zhang C. Chen Tianyang Wang Si Zheng Min Xu VLM 44 0 0 13 Jul 2023
RaBiT: An Efficient Transformer using Bidirectional Feature Pyramid Network with Reverse Attention for Colon Polyp Segmentation N. Thuan Nguyen Thi Oanh N. T. Thuy Stuart W. Perry D. V. Sang ViT MedIm 44 5 0 12 Jul 2023
UGCANet: A Unified Global Context-Aware Transformer-based Network with Feature Alignment for Endoscopic Image Analysis Pham Vu Hung N. Manh Nguyen Thi Oanh N. T. Thuy D. V. Sang ViT MedIm 29 3 0 12 Jul 2023
Machine Learning for Autonomous Vehicle's Trajectory Prediction: A comprehensive survey, Challenges, and Future Research Directions Vibha Bharilya Neetesh Kumar 33 47 0 12 Jul 2023
3D Medical Image Segmentation based on multi-scale MPU-Net Zeqiu Yu Shuo Han Ziheng Song 3DV 14 3 0 11 Jul 2023
ToothSegNet: Image Degradation meets Tooth Segmentation in CBCT Images Jiaxiang Liu Tianxiang Hu Yang Feng W. Ding Zuo-Qiang Liu 34 5 0 05 Jul 2023
1M parameters are enough? A lightweight CNN-based model for medical image segmentation Binh-Duong Dinh Thanh-Thu Nguyen Thi-Thao Tran Van-Truong Pham SSeg MedIm 33 17 0 28 Jun 2023
Using super-resolution for enhancing visual perception and segmentation performance in veterinary cytology Jakub Caputa Maciej Wielgosz Daria Lukasik P. Russek Jakub Grzeszczyk ... E. Jamro S. Koryciak A. Dabrowska-Boruch Marcin Pietroñ K. Wiatr 20 0 0 20 Jun 2023
Single-Image-Based Deep Learning for Segmentation of Early Esophageal Cancer Lesions Haipeng Li Di Liu Yunzhi Zeng Shuaicheng Liu Tao Gan N. Rao Jin-lin Yang Bing Zeng 26 6 0 09 Jun 2023
Computational Modeling of Deep Multiresolution-Fractal Texture and Its Application to Abnormal Brain Tissue Segmentation A. Temtam Linmin Pei Khan M. Iftekharuddin 20 0 0 07 Jun 2023
A Unified Framework for U-Net Design and Analysis Christopher Williams Fabian Falck George Deligiannidis Chris Holmes Arnaud Doucet Saifuddin Syed SSeg AI4CE 44 34 0 31 May 2023
An AI-Ready Multiplex Staining Dataset for Reproducible and Accurate Characterization of Tumor Immune Microenvironment Parmida Ghahremani Joseph Marino J. Hernandez-Prera J. V. D. L. Iglesia R. Slebos C. Chung Saad Nadeem 22 3 0 25 May 2023
NexToU: Efficient Topology-Aware U-Net for Medical Image Segmentation P. Shi Xutao Guo Yanwu Yang Chenfei Ye H. T. Ma 30 5 0 25 May 2023
Continuous Cross-resolution Remote Sensing Image Change Detection Hao Chen Haotian Zhang Keyan Chen Chenyao Zhou Songhang Chen Zhengxia Zou Z. Shi 35 22 0 24 May 2023
AutoPaint: A Self-Inpainting Method for Unsupervised Anomaly Detection M. Astaraki F. Benetti Yousef Yeganeh I. Toma-Dasu Orjan Smedby Chunliang Wang Nassir Navab T. Wendler 20 6 0 21 May 2023
Multi-Level Global Context Cross Consistency Model for Semi-Supervised Ultrasound Image Segmentation with Diffusion Model Fenghe Tang Jianrui Ding Lingtao Wang Min Xian C. Ning DiffM MedIm 34 12 0 16 May 2023
Virtual Occlusions Through Implicit Depth Jamie Watson Mohamed Sayed Z. Qureshi Gabriel J. Brostow Sara Vicente Oisin Mac Aodha Michael Firman 47 7 0 11 May 2023
Rotational Slippage Prediction from Segmentation of Tactile Images Julio Castaño-Amorós Pablo Gil 41 0 0 08 May 2023
LCAUnet: A skin lesion segmentation network with enhanced edge and body fusion Qisen Ma Keming Mao Gao Wang Lisheng Xu Yuhai Zhao 30 2 0 01 May 2023
Mixing Data Augmentation with Preserving Foreground Regions in Medical Image Segmentation Xiaoqing Liu Kenji Ono Ryoma Bise 28 4 0 26 Apr 2023
Detection of Pavement Cracks by Deep Learning Models of Transformer and UNet Yu Zhang Lin Zhang UQCV MedIm ViT 48 10 0 25 Apr 2023
Mask-conditioned latent diffusion for generating gastrointestinal polyp images Roman Machávcek Leila Mozaffari Z. Sepasdar Sravanthi Parasa P. Halvorsen Michael A. Riegler Vajira Thambawita MedIm DiffM 16 17 0 11 Apr 2023
NUMSnet: Nested-U Multi-class Segmentation network for 3D Medical Image Stacks Sohini Roychowdhury 35 1 0 05 Apr 2023
MapFormer: Boosting Change Detection by Using Pre-change Information Maximilian Bernhard Niklas Strauß Matthias Schubert 40 6 0 31 Mar 2023
Multi-scale Hierarchical Vision Transformer with Cascaded Attention Decoding for Medical Image Segmentation Md Mostafijur Rahman R. Marculescu MedIm ViT 24 44 0 29 Mar 2023
D-TrAttUnet: Dual-Decoder Transformer-Based Attention Unet Architecture for Binary and Multi-classes Covid-19 Infection Segmentation F. Bougourzi C. Distante Fadi Dornaika A. Taleb-Ahmed MedIm ViT 17 5 0 27 Mar 2023
Agave crop segmentation and maturity classification with deep learning data-centric strategies using very high-resolution satellite imagery Abraham Sánchez Raul Nanclares A. Quevedo Ulises Pelagio Alejandra Aguilar Gabriela Calvario E. U. Moya-Sánchez 21 2 0 21 Mar 2023
Boundary-aware Supervoxel-level Iteratively Refined Interactive 3D Image Segmentation with Multi-agent Reinforcement Learning Chaofan Ma Qisen Xu Xiangfeng Wang Bo Jin Xiaoyun Zhang Yanfeng Wang Ya Zhang 37 22 0 19 Mar 2023
One Neuron Saved Is One Neuron Earned: On Parametric Efficiency of Quadratic Networks Fenglei Fan Hangcheng Dong Zhongming Wu Lecheng Ruan T. Zeng Yiming Cui Jing-Xiao Liao 59 8 0 11 Mar 2023
Score-Based Generative Models for Medical Image Segmentation using Signed Distance Functions L. Bogensperger Dominik Narnhofer Filip Ilic Thomas Pock DiffM MedIm 19 8 0 10 Mar 2023
PL-UNeXt: Per-stage Edge Detail and Line Feature Guided Segmentation for Power Line Detection Yang Cheng Zhen Chen Daming Liu 24 1 0 08 Mar 2023
FCN+: Global Receptive Convolution Makes FCN Great Again Zhongying Deng Xiaoyu Ren Jin Ye Junjun He Dongxu Yang 27 1 0 08 Mar 2023