3D U-Net: Learning Dense Volumetric Segmentation from Sparse Annotation

21 June 2016

Thomas Brox

Papers citing "3D U-Net: Learning Dense Volumetric Segmentation from Sparse Annotation"

50 / 1,729 papers shown

Title
Automatic lobe segmentation using attentive cross entropy and end-to-end fissure generation Q. Su Na Wang Jiawen Xie Yinan Chen Xiaofan Zhang 18 1 0 24 Jul 2023
Prototype-Driven and Multi-Expert Integrated Multi-Modal MR Brain Tumor Image Segmentation Yafei Zhang Zhiyuan Li Huafeng Li Dapeng Tao 23 1 0 22 Jul 2023
Topology-Preserving Automatic Labeling of Coronary Arteries via Anatomy-aware Connection Classifier Zhixing Zhang Zi-Long Zhao Dong Wang Shishuang Zhao Yuhang Liu Jia-Wei Liu Liwei Wang 21 3 0 22 Jul 2023
Deep Multi-Threshold Spiking-UNet for Image Processing Hebei Li Yueyi Zhang Zhiwei Xiong Xiaoyan Sun 37 5 0 20 Jul 2023
ClickSeg: 3D Instance Segmentation with Click-Level Weak Annotations Leyao Liu Tao Kong Minzhao Zhu Jiashuo Fan Lu Fang 3DV 25 5 0 19 Jul 2023
Multi-class point cloud completion networks for 3D cardiac anatomy reconstruction from cine magnetic resonance images M. Beetz Abhirup Banerjee Julius Ossenberg-Engels Vicente Grau 3DV 36 15 0 17 Jul 2023
Dynamic Snake Convolution based on Topological Geometric Constraints for Tubular Structure Segmentation Yaolei Qi Yuting He Xiaoming Qi Yuanyuan Zhang Guanyu Yang 38 192 0 17 Jul 2023
A Novel SLCA-UNet Architecture for Automatic MRI Brain Tumor Segmentation S. TejashwiniP. J. Thriveni R. VenugopalK. 18 4 0 16 Jul 2023
VoxPoser: Composable 3D Value Maps for Robotic Manipulation with Language Models Wenlong Huang Chen Wang Ruohan Zhang Yunzhu Li Jiajun Wu Li Fei-Fei LM&Ro 42 483 0 12 Jul 2023
Improving Segmentation and Detection of Lesions in CT Scans Using Intensity Distribution Supervision Seung Yeon Shin Thomas C. Shen Ronald M. Summers 17 1 0 11 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
Partial Vessels Annotation-based Coronary Artery Segmentation with Self-training and Prototype Learning Zheng Zhang Xiaolei Zhang Yaolei Qi Guanyu Yang 25 2 0 10 Jul 2023
H-DenseFormer: An Efficient Hybrid Densely Connected Transformer for Multimodal Tumor Segmentation Jun Shi Hongyu Kan Shulan Ruan Ziqi Zhu Minfan Zhao Liang Qiao Zhaohui Wang Hong An Xudong Xue ViT MedIm 26 6 0 04 Jul 2023
MIS-FM: 3D Medical Image Segmentation using Foundation Models Pretrained on a Large-Scale Unannotated Dataset Guotai Wang Jianghao Wu Xiangde Luo Xinglong Liu Kang Li Shaoting Zhang 33 25 0 29 Jun 2023
PCDAL: A Perturbation Consistency-Driven Active Learning Approach for Medical Image Segmentation and Classification Tao Wang Xinlin Zhang Yuanbo Zhou Junlin Lan T. Tan Min Du Qinquan Gao Tong Tong 23 0 0 29 Jun 2023
SimPLe: Similarity-Aware Propagation Learning for Weakly-Supervised Breast Cancer Segmentation in DCE-MRI Yu-Min Zhong Yi Wang 13 11 0 29 Jun 2023
A Cascaded Approach for ultraly High Performance Lesion Detection and False Positive Removal in Liver CT Scans Fakai Wang Chi-Tung Cheng Chien-Wei Peng K. Yan Min Wu Le Lu Chien-Hung Liao Ling Zhang MedIm 29 4 0 28 Jun 2023
Abdominal organ segmentation via deep diffeomorphic mesh deformations Fabian Bongratz Anne-Marie Rickmann Christian Wachinger 30 5 0 27 Jun 2023
MedLSAM: Localize and Segment Anything Model for 3D CT Images Wenhui Lei Xu Wei Xiaofan Zhang Kang Li Shaoting Zhang MedIm 31 3 0 26 Jun 2023
Interpretable Small Training Set Image Segmentation Network Originated from Multi-Grid Variational Model Junying Meng Weihong Guo Jun Liu Mingrui Yang 26 1 0 25 Jun 2023
GD-VDM: Generated Depth for better Diffusion-based Video Generation Ariel Lapid Idan Achituve Lior Bracha Ethan Fetaya DiffM VGen 89 7 0 19 Jun 2023
Learnable Weight Initialization for Volumetric Medical Image Segmentation Shahina Kunhimon Abdelrahman M. Shaker Muzammal Naseer Salman Khan Fahad Shahbaz Khan 34 1 0 15 Jun 2023
Accurate Airway Tree Segmentation in CT Scans via Anatomy-aware Multi-class Segmentation and Topology-guided Iterative Learning Puyang Wang Dazhou Guo Da-yue Zheng Minghui Zhang Haogang Yu ... J. Ge Yun Gu Le Lu X. Ye D. Jin 28 8 0 15 Jun 2023
The Age of Synthetic Realities: Challenges and Opportunities J. P. Cardenuto Jing Yang Rafael Padilha Renjie Wan Daniel Moreira Haoliang Li Shiqi Wang Fernanda A. Andaló Sébastien Marcel Anderson de Rezende Rocha DeLMO 47 29 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 22 0 0 07 Jun 2023
A Dataset for Deep Learning-based Bone Structure Analyses in Total Hip Arthroplasty Kaiwen Zhang Ziyang Gan Dong Liu X. Shang 37 0 0 07 Jun 2023
TEC-Net: Vision Transformer Embrace Convolutional Neural Networks for Medical Image Segmentation Rui Sun Tao Lei Xiaogang Du Y. Wan Yong-quan Xia A. Nandi ViT MedIm 14 5 0 07 Jun 2023
Human 3D Avatar Modeling with Implicit Neural Representation: A Brief Survey Min-jung Sun Dingkang Yang Dongliang Kou Yang Jiang W. Shan Zhenguo Yan Lihua Zhang 3DH 37 10 0 06 Jun 2023
LegoNet: Alternating Model Blocks for Medical Image Segmentation I. Sobirov Cheng Xie M. Siddique P. Patel K. Chan ... H. West K. Channon S. Neubauer Charalambos Antoniades Mohammad Yaqub 19 0 0 06 Jun 2023
CiT-Net: Convolutional Neural Networks Hand in Hand with Vision Transformers for Medical Image Segmentation Tao Lei Rui Sun Xuan Wang Yingbo Wang Xi He A. Nandi ViT MedIm 22 12 0 06 Jun 2023
Image Reconstruction for Accelerated MR Scan with Faster Fourier Convolutional Neural Networks Xiaohan Liu Yanwei Pang Xuebin Sun Yiming Liu Yonghong Hou Zhenchang Wang Xuelong Li MedIm 36 3 0 05 Jun 2023
Video Diffusion Models with Local-Global Context Guidance Si-hang Yang Lu Zhang Yu Liu Zhizhuo Jiang You He VGen DiffM 19 13 0 05 Jun 2023
Active Inference-Based Optimization of Discriminative Neural Network Classifiers Faezeh Fallah 37 0 0 04 Jun 2023
Evaluation of Multi-indicator And Multi-organ Medical Image Segmentation Models Qi Ye Li Guo 22 0 0 01 Jun 2023
Diagnosis and Prognosis of Head and Neck Cancer Patients using Artificial Intelligence I. Sobirov 49 0 0 31 May 2023
A Unified Framework for U-Net Design and Analysis Christopher Williams Fabian Falck George Deligiannidis Chris Holmes Arnaud Doucet Saifuddin Syed SSeg AI4CE 49 34 0 31 May 2023
Voxel2Hemodynamics: An End-to-end Deep Learning Method for Predicting Coronary Artery Hemodynamics Ziyu Ni Linda Wei Lijian Xu Simon Yu Qing Xia Hongsheng Li Shaoting Zhang 15 1 0 30 May 2023
Joint Optimization of Class-Specific Training- and Test-Time Data Augmentation in Segmentation Zeju Li Konstantinos Kamnitsas Qi Dou C. Qin Ben Glocker 21 6 0 30 May 2023
From Zero to Turbulence: Generative Modeling for 3D Flow Simulation Marten Lienen David Lüdke Jan Hansen-Palmus Stephan Günnemann DiffM AI4CE 39 25 0 29 May 2023
Physics-Informed Computer Vision: A Review and Perspectives C. Banerjee Kien Nguyen Clinton Fookes G. Karniadakis PINN AI4CE 39 30 0 29 May 2023
Conditional Diffusion Models for Semantic 3D Brain MRI Synthesis Zolnamar Dorjsembe H. Pao Sodtavilan Odonchimed Furen Xiao DiffM MedIm 38 40 0 29 May 2023
Deep Variational Lesion-Deficit Mapping Guilherme Pombo Robert J. Gray Amy Nelson Chris Foulon John Ashburner P. Nachev MedIm 37 1 0 27 May 2023
Towards Consistent Video Editing with Text-to-Image Diffusion Models Zicheng Zhang Bonan li Xuecheng Nie Congying Han Tiande Guo Luoqi Liu DiffM 26 24 0 27 May 2023
Extremely weakly-supervised blood vessel segmentation with physiologically based synthesis and domain adaptation Peidi Xu O. Sosnovtseva Charlotte Mehlin Sørensen Kenny Erleben S. Darkner 37 4 0 26 May 2023
CommonScenes: Generating Commonsense 3D Indoor Scenes with Scene Graph Diffusion Guangyao Zhai Evin Pınar Örnek Shun-cheng Wu Yan Di F. Tombari Nassir Navab Benjamin Busam DiffM 37 12 0 25 May 2023
InstructVid2Vid: Controllable Video Editing with Natural Language Instructions Bosheng Qin Juncheng Li Siliang Tang Tat-Seng Chua Yueting Zhuang VGen DiffM 39 17 0 21 May 2023
SDC-UDA: Volumetric Unsupervised Domain Adaptation Framework for Slice-Direction Continuous Cross-Modality Medical Image Segmentation Hyungseob Shin Hyeongyu Kim Sewon Kim Yohan Jun Taejoon Eo D. Hwang 17 24 0 18 May 2023
DeepEdit: Deep Editable Learning for Interactive Segmentation of 3D Medical Images A. Diaz-Pinto P. Mehta Sachidanand Alle Muhammad Asad Richard Brown ... Tom Kamiel Magda Vercauteren Andrew Feng Abood Quraini Sebastien Ourselin M. Jorge Cardoso MedIm 27 19 0 18 May 2023
An image segmentation algorithm based on multi-scale feature pyramid network Yu Xiao Xin Yang Sijuan Huang Li Guo SSeg 18 0 0 18 May 2023
Self-Supervised Learning for Physiologically-Based Pharmacokinetic Modeling in Dynamic PET F. Benetti Walter Simson Magdalini Paschali H. Sari Axel Romiger Kuangyu Shi Nassir Navab T. Wendler 11 4 0 17 May 2023