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 / 1,192 papers shown

Title
Rethinking Interactive Image Segmentation with Low Latency, High Quality, and Diverse Prompts Qin Liu Jaemin Cho Mohit Bansal Marc Niethammer VLM 103 12 0 31 Mar 2024
MugenNet: A Novel Combined Convolution Neural Network and Transformer Network with its Application for Colonic Polyp Image Segmentation Chen Peng Zhiqin Qian Kunyu Wang Qi Luo Zhuming Bi Wenjun Zhang ViT MedIm 75 0 0 31 Mar 2024
Attention-based Shape-Deformation Networks for Artifact-Free Geometry Reconstruction of Lumbar Spine from MR Images Linchen Qian Jiasong Chen Linhai Ma Timur Urakov Weiyong Gu Liang Liang MedIm 98 0 0 30 Mar 2024
$A multi-stage semi-supervised learning for ankle fracture classification on CT images$ A multi-stage semi-supervised learning for ankle fracture classification on CT images Hongzhi Liu Guicheng Li Jiacheng Nie Hui Tang Chun-Hsien Yang Qianjin Feng Hailin Xu Yang Chen MedIm 111 0 0 29 Mar 2024
Rethinking Information Loss in Medical Image Segmentation with Various-sized Targets Tianyi Liu Zhaorui Tan Kaizhu Huang Haochuan Jiang 61 0 0 28 Mar 2024
Artifact Reduction in 3D and 4D Cone-beam Computed Tomography Images with Deep Learning -- A Review Mohammadreza Amirian Daniel Barco Ivo Herzig Frank-Peter Schilling MedIm 63 6 0 27 Mar 2024
$Macroscale fracture surface segmentation via semi-supervised learning considering the structural similarity$ Macroscale fracture surface segmentation via semi-supervised learning considering the structural similarity Johannes Rosenberger Johannes Tlatlik S. Münstermann 40 7 0 27 Mar 2024
Unleashing the Potential of SAM for Medical Adaptation via Hierarchical Decoding Zhiheng Cheng Qingyue Wei Hongru Zhu Yan Wang Liangqiong Qu Wei Shao Yuyin Zhou MedIm 84 33 0 27 Mar 2024
Rotate to Scan: UNet-like Mamba with Triplet SSM Module for Medical Image Segmentation Hao Tang Lianglun Cheng Guoheng Huang Zhengguang Tan Junhao Lu Kaihong Wu Mamba 108 11 0 26 Mar 2024
Clustering Propagation for Universal Medical Image Segmentation Yuhang Ding Liulei Li Wenguan Wang Yi Yang 86 12 0 25 Mar 2024
3D-EffiViTCaps: 3D Efficient Vision Transformer with Capsule for Medical Image Segmentation Dongwei Gan Ming Chang Juan Chen ViT MedIm 67 0 0 25 Mar 2024
Enabling Uncertainty Estimation in Iterative Neural Networks Nikita Durasov Doruk Öner Jonathan Donier Hieu M. Le Pascal Fua UQCV 206 9 0 25 Mar 2024
HemoSet: The First Blood Segmentation Dataset for Automation of Hemostasis Management Albert J. Miao Shan Lin Jingpei Lu Florian Richter Benjamin T Ostrander E. Funk Ryan K. Orosco Michael C. Yip 60 4 0 24 Mar 2024
Innovative Quantitative Analysis for Disease Progression Assessment in Familial Cerebral Cavernous Malformations Ruige Zong Tao Wang Chunwang Li Xinlin Zhang Yuanbin Chen ... Qixuan Li Qinquan Gao Dezhi Kang Fuxin Lin Tong Tong 118 0 0 23 Mar 2024
FusionINN: Decomposable Image Fusion for Brain Tumor Monitoring Nishant Kumar Ziyan Tao Jaikirat Singh Yang Li Peiwen Sun Binghui Zhao Stefan Gumhold MedIm 86 0 0 23 Mar 2024
Modular Deep Active Learning Framework for Image Annotation: A Technical Report for the Ophthalmo-AI Project Md Abdul Kadir Hasan Md Tusfiqur Alam Pascale Maul H. Profitlich Moritz Wolf Daniel Sonntag VLM MedIm 59 0 0 22 Mar 2024
MaskSAM: Towards Auto-prompt SAM with Mask Classification for Volumetric Medical Image Segmentation Bin Xie Hao Tang Bin Duan Dawen Cai Yan Yan Gady Agam VLM MedIm 81 0 0 21 Mar 2024
LSKNet: A Foundation Lightweight Backbone for Remote Sensing Yuxuan Li Xiang Li Yimain Dai Qibin Hou Li Liu Yongxiang Liu Ming-Ming Cheng Jian Yang 120 41 0 18 Mar 2024
A Spatial-Temporal Progressive Fusion Network for Breast Lesion Segmentation in Ultrasound Videos Zhengzheng Tu Zigang Zhu Yayang Duan Bo Jiang Qishun Wang Chaoxue Zhang MedIm 68 0 0 18 Mar 2024
COVID-CT-H-UNet: a novel COVID-19 CT segmentation network based on attention mechanism and Bi-category Hybrid loss Anay Panja Somenath Kuiry Alaka Das M. Nasipuri N. Das 42 1 0 16 Mar 2024
VM-UNET-V2 Rethinking Vision Mamba UNet for Medical Image Segmentation Mingya Zhang Yue Yu Limei Gu Tingsheng Lin Xianping Tao Mamba 105 51 0 14 Mar 2024
Dynamic U-Net: Adaptively Calibrate Features for Abdominal Multi-organ Segmentation Jin Yang Daniel S. Marcus Aristeidis Sotiras SSeg 46 5 0 12 Mar 2024
SAMDA: Leveraging SAM on Few-Shot Domain Adaptation for Electronic Microscopy Segmentation Yiran Wang Li Xiao MedIm 76 3 0 12 Mar 2024
Embedded Deployment of Semantic Segmentation in Medicine through Low-Resolution Inputs Erik Ostrowski Mohamed Bennai SSeg 35 0 0 08 Mar 2024
Deep Common Feature Mining for Efficient Video Semantic Segmentation Yaoyan Zheng Hongyu Yang Di Huang 70 0 0 05 Mar 2024
DDF: A Novel Dual-Domain Image Fusion Strategy for Remote Sensing Image Semantic Segmentation with Unsupervised Domain Adaptation Lingyan Ran Lushuang Wang Tao Zhuo Yinghui Xing 86 6 0 05 Mar 2024
Is in-domain data beneficial in transfer learning for landmarks detection in x-ray images? Roberto Di Via Matteo Santacesaria Francesca Odone Vito Paolo Pastore 53 3 0 03 Mar 2024
Enhancing Retinal Vascular Structure Segmentation in Images With a Novel Design Two-Path Interactive Fusion Module Model Rui Yang Shunpu Zhang 86 1 0 03 Mar 2024
Surgment: Segmentation-enabled Semantic Search and Creation of Visual Question and Feedback to Support Video-Based Surgery Learning Jingying Wang Haoran Tang Taylor Kantor Tandis Soltani Vitaliy Popov Xu Wang MedIm 69 7 0 27 Feb 2024
BenchCloudVision: A Benchmark Analysis of Deep Learning Approaches for Cloud Detection and Segmentation in Remote Sensing Imagery Loddo Fabio Dario Piga Umberto Michelucci El Ghazouali Safouane 83 1 0 21 Feb 2024
PolypNextLSTM: A lightweight and fast polyp video segmentation network using ConvNext and ConvLSTM Debayan Bhattacharya Konrad Reuter F. Behrendt Lennart Maack S. Grube Alexander Schlaefer 66 3 0 18 Feb 2024
Weak-Mamba-UNet: Visual Mamba Makes CNN and ViT Work Better for Scribble-based Medical Image Segmentation Ziyang Wang Chao Ma Mamba 82 30 0 16 Feb 2024
Learning Low-Rank Feature for Thorax Disease Classification Rajeev Goel Utkarsh Nath Yancheng Wang Alvin C. Silva Teresa Wu Yingzhen Yang 87 0 0 14 Feb 2024
Crop and Couple: cardiac image segmentation using interlinked specialist networks Abbas Khan Muhammad Asad Martin Benning C. Roney Gregory Slabaugh 57 3 0 14 Feb 2024
BEFUnet: A Hybrid CNN-Transformer Architecture for Precise Medical Image Segmentation Omid Nejati Manzari Javad Mirzapour Kaleybar Hooman Saadat Shahin Maleki ViT MedIm 57 11 0 13 Feb 2024
Rethinking U-net Skip Connections for Biomedical Image Segmentation Frauke Wilm Jonas Ammeling Mathias Öttl Rutger Fick Marc Aubreville Katharina Breininger OOD SSeg 76 4 0 13 Feb 2024
Re-DiffiNet: Modeling discrepancies in tumor segmentation using diffusion models Tianyi Ren Abhishek Sharma Juampablo Heras Rivera Harshitha Rebala Ethan Honey Agamdeep Chopra Jacob Ruzevick Mehmet Kurt DiffM MedIm 57 0 0 12 Feb 2024
Semi-Mamba-UNet: Pixel-Level Contrastive and Pixel-Level Cross-Supervised Visual Mamba-based UNet for Semi-Supervised Medical Image Segmentation Chao Ma Ziyang Wang Mamba 95 27 0 11 Feb 2024
A Lightweight Inception Boosted U-Net Neural Network for Routability Prediction Hailiang Li Yan Huo Yan Wang Xu Yang Miaohui Hao Xiao Wang 112 2 0 07 Feb 2024
Multi-Scale Semantic Segmentation with Modified MBConv Blocks Xi Chen Yang Cai Yuan Wu Bo Xiong Taesung Park SSeg 71 0 0 07 Feb 2024
Architecture Analysis and Benchmarking of 3D U-shaped Deep Learning Models for Thoracic Anatomical Segmentation Arash Harirpoush Amir Rasoulian Marta Kersten-Oertel Yiming Xiao 3DV 45 0 0 05 Feb 2024
FDNet: Frequency Domain Denoising Network For Cell Segmentation in Astrocytes Derived From Induced Pluripotent Stem Cells Haoran Li Jiahua Shi Huaming Chen Bo Du Simon Maksour Gabrielle Phillips M. Dottori Jun Shen 15 0 0 05 Feb 2024
VM-UNet: Vision Mamba UNet for Medical Image Segmentation Jiacheng Ruan Suncheng Xiang Mamba 150 288 0 04 Feb 2024
Polyp-DAM: Polyp segmentation via depth anything model Zhuoran Zheng Chen Henry Wu Wei Wang Yeying Jin Xiuyi Jia VLM 77 6 0 03 Feb 2024
Evaluation of pseudo-healthy image reconstruction for anomaly detection with deep generative models: Application to brain FDG PET Ravi Hassanaly Camille Brianceau Maelys Solal O. Colliot Ninon Burgos MedIm 68 8 0 29 Jan 2024
HICH Image/Text (HICH-IT): Comprehensive Text and Image Datasets for Hypertensive Intracerebral Hemorrhage Research Jie Li Yulong Xia Tongxin Yang Fenglin Cai Miao Wei Zhiwei Zhang Li Jiang VLM 58 0 0 29 Jan 2024
An objective comparison of methods for augmented reality in laparoscopic liver resection by preoperative-to-intraoperative image fusion Sharib Ali Yamid Espinel Yueming Jin Peng Liu Bianca Güttner ... Micha Pfeiffer Shahid Farid Lena Maier-Hein E. Buc Adrien Bartoli 102 16 0 28 Jan 2024
SCTransNet: Spatial-channel Cross Transformer Network for Infrared Small Target Detection Shuai Yuan Hanlin Qin Xiang Yan Naveed Akhtar Ajmal Mian ViT 158 62 0 28 Jan 2024
Biological Valuation Map of Flanders: A Sentinel-2 Imagery Analysis Mingshi Li Dusan Grujicic S. D. Saeger Stien Heremans Ben Somers Matthew B. Blaschko 27 2 0 26 Jan 2024
Vivim: a Video Vision Mamba for Medical Video Object Segmentation Yijun Yang Zhaohu Xing Chunwang Huang Lei Zhu 66 37 0 25 Jan 2024