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
Low-Rank Interconnected Adaptation Across Layers Yibo Zhong Yao Zhou OffRL MoE 48 1 0 13 Jul 2024
Probing Perfection: The Relentless Art of Meddling for Pulmonary Airway Segmentation from HRCT via a Human-AI Collaboration Based Active Learning Method Shiyi Wang Yang Nan Sheng Zhang Federico Felder Xiaodan Xing Yingying Fang Javier Del Ser Simon L F Walsh Guang Yang 33 3 0 03 Jul 2024
Predicting Visual Attention in Graphic Design Documents Souradeep Chakraborty Zijun Wei Conor Kelton Seoyoung Ahn A. Balasubramanian G. Zelinsky Dimitris Samaras 41 15 0 02 Jul 2024
xLSTM-UNet can be an Effective 2D & 3D Medical Image Segmentation Backbone with Vision-LSTM (ViL) better than its Mamba Counterpart Tianrun Chen Chaotao Ding Lanyun Zhu Tao Xu Deyi Ji Yan Wang Ying Zang Z. Li MedIm Mamba 52 13 0 01 Jul 2024
Kolmogorov-Arnold Convolutions: Design Principles and Empirical Studies Ivan Drokin 53 19 0 01 Jul 2024
GAPNet: Granularity Attention Network with Anatomy-Prior-Constraint for Carotid Artery Segmentation Lin Zhang Chenggang Lu Xin-yang Shi Caifeng Shan Jiong Zhang Da Chen Laurent D. Cohen 39 0 0 27 Jun 2024
Self Pre-training with Topology- and Spatiality-aware Masked Autoencoders for 3D Medical Image Segmentation Pengfei Gu Yejia Zhang Huimin Li Chaoli Wang Danny Chen MedIm 71 1 0 15 Jun 2024
Chemistry3D: Robotic Interaction Benchmark for Chemistry Experiments Shoujie Li Yan Huang Changqing Guo Tong Wu Jiawei Zhang Linrui Zhang Wenbo Ding 44 1 0 12 Jun 2024
Phy-Diff: Physics-guided Hourglass Diffusion Model for Diffusion MRI Synthesis Juanhua Zhang Ruodan Yan Alessandro Perelli Xi Chen Chao Li MedIm DiffM 58 5 0 05 Jun 2024
FlowSDF: Flow Matching for Medical Image Segmentation Using Distance Transforms L. Bogensperger Dominik Narnhofer Alexander Falk Konrad Schindler Thomas Pock MedIm 54 3 0 28 May 2024
Multi-scale Information Sharing and Selection Network with Boundary Attention for Polyp Segmentation Xiaolu Kang Zhuoqi Ma Kang Liu Yunan Li Qiguang Miao 42 3 0 18 May 2024
D-TrAttUnet: Toward Hybrid CNN-Transformer Architecture for Generic and Subtle Segmentation in Medical Images F. Bougourzi Fadi Dornaika C. Distante Abdelmalik Taleb-Ahmed MedIm ViT 56 6 0 07 May 2024
MFDS-Net: Multi-Scale Feature Depth-Supervised Network for Remote Sensing Change Detection with Global Semantic and Detail Information Zhenyang Huang Zhaojin Fu Jintao Song Genji Yuan Jinjiang Li 35 0 0 02 May 2024
X-Diffusion: Generating Detailed 3D MRI Volumes From a Single Image Using Cross-Sectional Diffusion Models Emmanuelle Bourigault Abdullah Hamdi Amir Jamaludin MedIm 56 2 0 30 Apr 2024
Real Time Multi Organ Classification on Computed Tomography Images H. Yerebakan Y. Shinagawa Gerardo Hermosillo 59 1 0 29 Apr 2024
U-Nets as Belief Propagation: Efficient Classification, Denoising, and Diffusion in Generative Hierarchical Models Song Mei 3DV AI4CE DiffM 45 11 0 29 Apr 2024
Rethinking Attention Gated with Hybrid Dual Pyramid Transformer-CNN for Generalized Segmentation in Medical Imaging F. Bougourzi Fadi Dornaika Abdelmalik Taleb-Ahmed Vinh Truong Hoang MedIm ViT 45 2 0 28 Apr 2024
Optimizing Universal Lesion Segmentation: State Space Model-Guided Hierarchical Networks with Feature Importance Adjustment Kazi Shahriar Sanjid Md. Tanzim Hossain Md. Shakib Shahariar Junayed M. M. Uddin Mamba 43 2 0 26 Apr 2024
MAS-SAM: Segment Any Marine Animal with Aggregated Features Tianyu Yan Zifu Wan Xinhao Deng Pingping Zhang Yang Liu Huchuan Lu 29 6 0 24 Apr 2024
Ultrasound SAM Adapter: Adapting SAM for Breast Lesion Segmentation in Ultrasound Images Zhengzheng Tu Le Gu Xixi Wang Bo Jiang MedIm 49 3 0 23 Apr 2024
DAWN: Domain-Adaptive Weakly Supervised Nuclei Segmentation via Cross-Task Interactions Ye Zhang Yifeng Wang Zijie Fang Hao Bian Linghan Cai Ziyue Wang Yongbing Zhang 38 3 0 23 Apr 2024
Cross-modal Diffusion Modelling for Super-resolved Spatial Transcriptomics Xiaofei Wang Xingxu Huang Stephen J. Price Chao Li 46 3 0 19 Apr 2024
HANet: A Hierarchical Attention Network for Change Detection With Bitemporal Very-High-Resolution Remote Sensing Images Chengxi Han Chen Wu Haonan Guo Meiqi Hu Hongruixuan Chen 28 91 0 14 Apr 2024
PAT: Pixel-wise Adaptive Training for Long-tailed Segmentation Khoi Do Duong Nguyen Nguyen-Hoang Tran Viet Dung Nguyen 50 1 0 08 Apr 2024
LiteNeXt: A Novel Lightweight ConvMixer-based Model with Self-embedding Representation Parallel for Medical Image Segmentation Ngoc-Du Tran Thi-Thao Tran Quang-Huy Nguyen Manh-Hung Vu Van-Truong Pham MedIm ViT 43 1 0 04 Apr 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 39 32 0 18 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 55 5 0 05 Mar 2024
Learning Low-Rank Feature for Thorax Disease Classification Rajeev Goel Utkarsh Nath Yancheng Wang Alvin C. Silva Teresa Wu Yingzhen Yang 30 0 0 14 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 32 0 0 12 Feb 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 28 0 0 29 Jan 2024
Double-well Net for Image Segmentation Haotian Liu Jun Liu Raymond H. F. Chan Xue-Cheng Tai 55 7 0 31 Dec 2023
Unsupversied feature correlation model to predict breast abnormal variation maps in longitudinal mammograms Jun Bai Annie Jin Madison Adams Clifford Yang S. Nabavi 18 0 0 28 Dec 2023
MGAug: Multimodal Geometric Augmentation in Latent Spaces of Image Deformations Tonmoy Hossain Miaomiao Zhang 33 2 0 20 Dec 2023
SQA-SAM: Segmentation Quality Assessment for Medical Images Utilizing the Segment Anything Model Yizhe Zhang Shuo Wang Tao Zhou Qingquan Dou Danny Chen 38 1 0 15 Dec 2023
MCANet: Medical Image Segmentation with Multi-Scale Cross-Axis Attention Hao Shao Quansheng Zeng Qibin Hou Jufeng Yang 51 13 0 14 Dec 2023
SeasFire as a Multivariate Earth System Datacube for Wildfire Dynamics Ilektra Karasante Lazaro Alonso Ioannis Prapas Akanksha Ahuja Nuno Carvalhais Ioannis Papoutsis 26 5 0 12 Dec 2023
Deep Learning for Vascular Segmentation and Applications in Phase Contrast Tomography Imaging Ekin Yagis S. Aslani Yashvardhan Jain Yang Zhou Shahrokh Rahmani ... M. Ackermann D. Jonigk Paul Tafforeau Peter D Lee Claire L. Walsh 45 4 0 22 Nov 2023
SegVol: Universal and Interactive Volumetric Medical Image Segmentation Yuxin Du Fan Bai Tiejun Huang Bo Zhao VLM 44 38 0 22 Nov 2023
A Region of Interest Focused Triple UNet Architecture for Skin Lesion Segmentation Guoqing Liu Yu Guo Caiying Wu Guoqing Chen Barintag Saheya Qiyu Jin SSeg 31 4 0 21 Nov 2023
Zero-Shot Digital Rock Image Segmentation with a Fine-Tuned Segment Anything Model Zhaoyang Ma Xupeng He Shuyu Sun Bicheng Yan Hyung Kwak Jun Gao 33 5 0 17 Nov 2023
FS-Net: Full Scale Network and Adaptive Threshold for Improving Extraction of Micro-Retinal Vessel Structures Melaku N. Getahun Oleg Y. Rogov Dmitry Dylov Andrey Somov Ahmed Bouridane R. Hamoudi 13 1 0 14 Nov 2023
Enhancing Rock Image Segmentation in Digital Rock Physics: A Fusion of Generative AI and State-of-the-Art Neural Networks Zhaoyang Ma Xupeng He Hyung Kwak Jun Gao Shuyu Sun Bicheng Yan AI4CE 36 3 0 10 Nov 2023
CSAM: A 2.5D Cross-Slice Attention Module for Anisotropic Volumetric Medical Image Segmentation A. Hung Haoxin Zheng Kai Zhao Xiaoxi Du Kaifeng Pang Qi Miao Steven S. Raman D. Terzopoulos Kyunghyun Sung 3DPC 36 4 0 08 Nov 2023
MENTOR: Human Perception-Guided Pretraining for Increased Generalization Colton R. Crum Adam Czajka 66 1 0 30 Oct 2023
Skin Lesion Segmentation Improved by Transformer-based Networks with Inter-scale Dependency Modeling Sania Eskandari Janet Lumpp Luis Gonzalo Sánchez Giraldo ViT MedIm 32 7 0 20 Oct 2023
SeUNet-Trans: A Simple yet Effective UNet-Transformer Model for Medical Image Segmentation Tan-Hanh Pham Xianqi Li Kim-Doang Nguyen MedIm ViT 26 9 0 16 Oct 2023
3D TransUNet: Advancing Medical Image Segmentation through Vision Transformers Jieneng Chen Jieru Mei Xianhang Li Yongyi Lu Qihang Yu ... M. Lungren Lei Xing Le Lu Alan Yuille Yuyin Zhou MedIm ViT 41 36 0 11 Oct 2023
M3FPolypSegNet: Segmentation Network with Multi-frequency Feature Fusion for Polyp Localization in Colonoscopy Images Ju-Hyeon Nam Seo-Hyeong Park Nur Suriza Syazwany Yerim Jung Yu-Han Im Sang-Chul Lee 29 3 0 09 Oct 2023
Deep learning modelling of manufacturing and build variations on multi-stage axial compressors aerodynamics G. Bruni Md Tahmid Rahman Laskar Jimmy X. Huang AI4CE 25 0 0 06 Oct 2023
Multi-level feature fusion network combining attention mechanisms for polyp segmentation Junzhuo Liu Qiaosong Chen Ye Zhang Zihao Wang Deng Xin Jin Wang 28 20 0 19 Sep 2023