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"

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Title
MaxViT-UNet: Multi-Axis Attention for Medical Image Segmentation Abdul Rehman Khan Asifullah Khan ViT MedIm 49 14 0 15 May 2023
VTPNet for 3D deep learning on point cloud Wei Zhou Weiwei Jin Qian Wang Yifan Wang Dekui Wang Xingxing Hao Yong Yu 3DPC ViT 24 0 0 10 May 2023
Uncertainty-Aware Semi-Supervised Learning for Prostate MRI Zonal Segmentation M. Hosseinzadeh A. Saha Joeran S. Bosma Henkjan Huisman 26 1 0 10 May 2023
Segmentation and Vascular Vectorization for Coronary Artery by Geometry-based Cascaded Neural Network Xiaoyu Yang Lijian Xu Simon Yu Qing Xia Hongsheng Li Shaoting Zhang 35 4 0 07 May 2023
Physics-based network fine-tuning for robust quantitative susceptibility mapping from high-pass filtered phase Jinwei Zhang A. Dimov Chao Li Hang Zhang Thanh D. Nguyen P. Spincemaille Yi Wang 27 0 0 05 May 2023
Domain-agnostic segmentation of thalamic nuclei from joint structural and diffusion MRI Henry F. J. Tregidgo Sonja Soskic Mark Olchanyi Juri Althonayan Benjamin Billot ... A. Yendiki Daniel C. Alexander Martina Bocchetta J. Rohrer Juan Eugenio Iglesias MedIm 35 4 0 05 May 2023
Self-Supervised Learning for Organs At Risk and Tumor Segmentation with Uncertainty Quantification I. Isler Debesh Jha C. Lisle J. Rineer P. Kelly B. Aydogan M. Abazeed D. Turgut Ulas Bagci ViT MedIm UQCV 33 2 0 04 May 2023
Probabilistic 3D segmentation for aleatoric uncertainty quantification in full 3D medical data Christiaan G. A. Viviers Amaan Valiuddin Peter H. N. de With Fons van der Sommen 43 5 0 01 May 2023
Bidirectional Copy-Paste for Semi-Supervised Medical Image Segmentation Yunhao Bai Duowen Chen Qingli Li Wei Shen Yan Wang 51 129 0 01 May 2023
CNN-based fully automatic mitral valve extraction using CT images and existence probability maps Yukiteru Masuda Ryo Ishikawa Toru Tanaka G. Aoyama K. Kawashima ... M. Asami M. Pham Klaus Kofoed T. Sakaguchi K. Satoh 32 7 0 01 May 2023
Unsupervised Discovery of 3D Hierarchical Structure with Generative Diffusion Features Nurislam Tursynbek Marc Niethammer MedIm DiffM 25 5 0 28 Apr 2023
3D Brainformer: 3D Fusion Transformer for Brain Tumor Segmentation Rui Nian Guoyao Zhang Yao Sui Yuqi Qian Qiuying Li Mingzhang Zhao Jianhui Li Ali Gholipour Simon K. Warfield MedIm 23 4 0 28 Apr 2023
DIAMANT: Dual Image-Attention Map Encoders For Medical Image Segmentation Yousef Yeganeh Azade Farshad Peter Weinberger Seyed-Ahmad Ahmadi Ehsan Adeli Nassir Navab ViT MedIm 33 0 0 28 Apr 2023
Customized Segment Anything Model for Medical Image Segmentation Kaiwen Zhang Dong Liu MedIm VLM 106 288 0 26 Apr 2023
Low-field magnetic resonance image enhancement via stochastic image quality transfer Hongxiang Lin Matteo Figini F. D’Arco G. Ogbole Ryutaro Tanno ... D. Carmichael I. Lagunju J. Cross D. Fernández-Reyes Daniel C. Alexander 37 20 0 26 Apr 2023
Medical SAM Adapter: Adapting Segment Anything Model for Medical Image Segmentation Junde Wu Rao Fu Yuanpei Liu Huihui Fang Zhao-Yang Wang Yanwu Xu Yueming Jin VLM MedIm 50 468 0 25 Apr 2023
Dilated-UNet: A Fast and Accurate Medical Image Segmentation Approach using a Dilated Transformer and U-Net Architecture Davoud Saadati Omid Nejati Manzari S. Mirzakuchaki ViT MedIm 36 15 0 22 Apr 2023
Med-Tuning: A New Parameter-Efficient Tuning Framework for Medical Volumetric Segmentation Jiachen Shen Wenxuan Wang Chen Chen Jianbo Jiao Jing Liu Yan Zhang Shanshan Song Jiangyun Li 46 1 0 21 Apr 2023
FreMIM: Fourier Transform Meets Masked Image Modeling for Medical Image Segmentation Wenxuan Wang Jing Wang Chen Chen Jianbo Jiao Yuanxiu Cai Shanshan Song Jiangyun Li MedIm 31 18 0 21 Apr 2023
Generate your neural signals from mine: individual-to-individual EEG converters Zitong Lu Julie D. Golomb 19 7 0 21 Apr 2023
3 Dimensional Dense Reconstruction: A Review of Algorithms and Dataset Yangming Li 3DV 3DH 34 1 0 19 Apr 2023
Scale-Equivariant Deep Learning for 3D Data Thomas Wimmer Vladimir Golkov H. Dang Moritz Zaiss Andreas Maier Daniel Cremers 3DPC MedIm 39 5 0 12 Apr 2023
SATR: Zero-Shot Semantic Segmentation of 3D Shapes Ahmed Abdelreheem Ivan Skorokhodov M. Ovsjanikov Peter Wonka 3DPC 40 38 0 11 Apr 2023
A Review on Explainable Artificial Intelligence for Healthcare: Why, How, and When? M. Rubaiyat Hossain Mondal Prajoy Podder 28 56 0 10 Apr 2023
Regional Deep Atrophy: a Self-Supervised Learning Method to Automatically Identify Regions Associated With Alzheimer's Disease Progression From Longitudinal MRI M. Dong L. Xie Sandhitsu R. Das Jiancong Wang L. Wisse Robin DeFlores David A. Wolk Paul Yushkevich 13 1 0 10 Apr 2023
Localise to segment: crop to improve organ at risk segmentation accuracy Abraham George Smith Denis Kutnár I. Vogelius S. Darkner Jens Petersen SSeg 33 2 0 10 Apr 2023
MedGen3D: A Deep Generative Framework for Paired 3D Image and Mask Generation Kun Han Yifeng Xiong Chenyu You Pooya Khosravi Shanlin Sun Xiangyi Yan James Duncan Xiaohui Xie MedIm DiffM 38 20 0 08 Apr 2023
NeBLa: Neural Beer-Lambert for 3D Reconstruction of Oral Structures from Panoramic Radiographs si-chan park Seongjun Kim Doeyoung Kwon Yohan Jang In-Seok Song Seung-Hyeop Baek 16 4 0 08 Apr 2023
Efficient automatic segmentation for multi-level pulmonary arteries: The PARSE challenge Gongning Luo Kuanquan Wang Jun Liu Shuo Li Xinjie Liang ... Yi Wang Ampatishan Sivalingam K. Punithakumar Zhaowen Qiu Xing-bao Gao 11 16 0 07 Apr 2023
Implicit Anatomical Rendering for Medical Image Segmentation with Stochastic Experts Chenyu You Weicheng Dai Yifei Min Lawrence H. Staib James S. Duncan MedIm 80 27 0 06 Apr 2023
FMG-Net and W-Net: Multigrid Inspired Deep Learning Architectures For Medical Imaging Segmentation A. Celaya B. Rivière David T. Fuentes 16 4 0 05 Apr 2023
Segmentation of Planning Target Volume in CT Series for Total Marrow Irradiation Using U-Net R. C. Brioso D. Dei C. Franzese N. Lambri Daniele Loiacono P. Mancosu M. Scorsetti 24 0 0 05 Apr 2023
BugNIST -- a Large Volumetric Dataset for Object Detection under Domain Shift Patrick M. Jensen Anders B. Dahl Carsten Gundlach Rebecca J Engberg H. Kjer Vedrana Andersen Dahl 36 1 0 04 Apr 2023
MESAHA-Net: Multi-Encoders based Self-Adaptive Hard Attention Network with Maximum Intensity Projections for Lung Nodule Segmentation in CT Scan Muhammad Usman Azka Rehman Abdullah Shahid S. Latif Shi-Sub Byon Sung Hyun Kim T. M. Khan Y. Shin 22 3 0 04 Apr 2023
FineRecon: Depth-aware Feed-forward Network for Detailed 3D Reconstruction Noah Stier Anurag Ranjan Alex Colburn Yajie Yan Liang Yang Fangchang Ma Baptiste Angles 3DV 36 13 0 04 Apr 2023
Unsupervised Brain Tumor Segmentation with Image-based Prompts Xinru Zhang N. Ou Chenghao Liu Z. Zhuo Yao Liu Chuyang Ye VLM 27 2 0 04 Apr 2023
SeSDF: Self-evolved Signed Distance Field for Implicit 3D Clothed Human Reconstruction Yukang Cao Kai Han Kwan-Yee K. Wong 3DH 32 17 0 01 Apr 2023
Dual Cross-Attention for Medical Image Segmentation Gorkem Can Ates P. Mohan Emrah Çelik 17 76 0 30 Mar 2023
Zero-Shot Video Editing Using Off-The-Shelf Image Diffusion Models Wen Wang Yan Jiang K. Xie Zide Liu Hao Chen Yue Cao Xinlong Wang Chunhua Shen DiffM VGen 34 112 0 30 Mar 2023
Medical Image Analysis using Deep Relational Learning Zhi-Hu Liu MedIm 25 0 0 28 Mar 2023
DexDeform: Dexterous Deformable Object Manipulation with Human Demonstrations and Differentiable Physics Sizhe Li Zhiao Huang Tao Chen Tao Du Hao Su J. Tenenbaum Chuang Gan 86 19 0 27 Mar 2023
Visual-Tactile Sensing for In-Hand Object Reconstruction Wenqiang Xu Zhenjun Yu Han Xue Ruolin Ye Siqiong Yao Cewu Lu 49 17 0 25 Mar 2023
Conditional Image-to-Video Generation with Latent Flow Diffusion Models Haomiao Ni Changhao Shi Kaican Li Sharon X. Huang Martin Renqiang Min VGen DiffM 37 165 0 24 Mar 2023
GarmentTracking: Category-Level Garment Pose Tracking Han Xue Wenqiang Xu Jieyi Zhang Tutian Tang Yutong Li Wenxin Du Ruolin Ye Cewu Lu 22 15 0 24 Mar 2023
Adaptive Multi-scale Online Likelihood Network for AI-assisted Interactive Segmentation Muhammad Asad Helena Williams Indrajeet Mandal S. Ather Jan Deprest Jan D'hooge Tom Kamiel Magda Vercauteren 40 6 0 23 Mar 2023
Orthogonal Annotation Benefits Barely-supervised Medical Image Segmentation Heng Cai Shumeng Li Lei Qi Qian Yu Yinghuan Shi Yang Gao 24 21 0 23 Mar 2023
A Comparison of Graph Neural Networks for Malware Classification Vrinda Malhotra Katerina Potika Mark Stamp 30 3 0 22 Mar 2023
3D Mitochondria Instance Segmentation with Spatio-Temporal Transformers Omkar Thawakar Rao Muhammad Anwer Jorma T. Laaksonen Orly Reiner M. Shah Fahad Shahbaz Khan MedIm ViT 22 2 0 21 Mar 2023
Penalty-Based Imitation Learning With Cross Semantics Generation Sensor Fusion for Autonomous Driving Hongkuan Zhou Aifen Sui Letian Shi Yinxian Li 32 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 42 22 0 19 Mar 2023