V-Net: Fully Convolutional Neural Networks for Volumetric Medical Image Segmentation

15 June 2016

Fausto Milletari

Nassir Navab

Papers citing "V-Net: Fully Convolutional Neural Networks for Volumetric Medical Image Segmentation"

50 / 2,404 papers shown

Title
Full Contextual Attention for Multi-resolution Transformers in Semantic Segmentation Loic Themyr Clément Rambour Nicolas Thome Toby Collins Alexandre Hostettler ViT 27 10 0 15 Dec 2022
Two-stage Contextual Transformer-based Convolutional Neural Network for Airway Extraction from CT Images Yanan Wu Shuiqing Zhao Shouliang Qi Jie Feng H. Pang ... Long Bai Meng-Yi Li Shuyue Xia W. Qian Hongliang Ren ViT MedIm 27 25 0 15 Dec 2022
Solve the Puzzle of Instance Segmentation in Videos: A Weakly Supervised Framework with Spatio-Temporal Collaboration Liqi Yan Qifan Wang Siqi Ma Jingang Wang Changbin (Brad) Yu VOS 34 38 0 15 Dec 2022
RTMDet: An Empirical Study of Designing Real-Time Object Detectors Chengqi Lyu Wenwei Zhang Haian Huang Yue Zhou Yudong Wang Yanyi Liu Shilong Zhang Kai-xiang Chen ObjD 65 381 0 14 Dec 2022
Modeling Multimodal Aleatoric Uncertainty in Segmentation with Mixture of Stochastic Experts Zhitong Gao Yucong Chen Chuyu Zhang Xuming He UQCV 27 5 0 14 Dec 2022
Look Before You Match: Instance Understanding Matters in Video Object Segmentation Junke Wang Dongdong Chen Zuxuan Wu Chong Luo Chuanxin Tang Xiyang Dai Yucheng Zhao Yujia Xie Lu Yuan Yu-Gang Jiang VOS 41 39 0 13 Dec 2022
Forecasting formation of a Tropical Cyclone Using Reanalysis Data Sandeep Kumar Koushik Biswas A. Pandey AI4Cl 6 0 0 10 Dec 2022
RCDT: Relational Remote Sensing Change Detection with Transformer Kaixuan Lu Xiao Huang ViT 22 8 0 09 Dec 2022
UNETR++: Delving into Efficient and Accurate 3D Medical Image Segmentation Abdelrahman M. Shaker Muhammad Maaz H. Rasheed Salman Khan Ming-Hsuan Yang Fahad Shahbaz Khan MedIm 40 131 0 08 Dec 2022
Few-shot Medical Image Segmentation with Cycle-resemblance Attention Hao Ding Changchang Sun Hao Tang Dawen Cai Yan Yan 46 45 0 07 Dec 2022
ZegCLIP: Towards Adapting CLIP for Zero-shot Semantic Segmentation Ziqi Zhou Bowen Zhang Yinjie Lei Lingqiao Liu Yifan Liu VLM 43 168 0 07 Dec 2022
Framework-agnostic Semantically-aware Global Reasoning for Segmentation Mir Rayat Imtiaz Hossain Leonid Sigal James J. Little ViT 27 0 0 06 Dec 2022
Iterative Next Boundary Detection for Instance Segmentation of Tree Rings in Microscopy Images of Shrub Cross Sections Alexander Gillert Giulia Resente A. Anadon‐Rosell M. Wilmking U. V. Lukas 42 8 0 06 Dec 2022
Leveraging Different Learning Styles for Improved Knowledge Distillation in Biomedical Imaging Usma Niyaz A. Sambyal Deepti R. Bathula 25 0 0 06 Dec 2022
DiffusionInst: Diffusion Model for Instance Segmentation Zhangxuan Gu Haoxing Chen Zhuoer Xu Jun Lan Changhua Meng Weiqiang Wang DiffM 26 66 0 06 Dec 2022
Solving the Weather4cast Challenge via Visual Transformers for 3D Images Yury Belousov Sergey Polezhaev Brian Pulfer 18 3 0 05 Dec 2022
CBNet: A Plug-and-Play Network for Segmentation-Based Scene Text Detection Xi Zhao Wei Feng Zheng Zhang Jing Lv Xin Zhu Zhangang Lin Jin Hu Jingping Shao 45 5 0 05 Dec 2022
LE-UDA: Label-efficient unsupervised domain adaptation for medical image segmentation Ziyuan Zhao Fangcheng Zhou Kaixin Xu Zeng Zeng Cuntai Guan S Kevin Zhou OOD 42 43 0 05 Dec 2022
Med-Query: Steerable Parsing of 9-DoF Medical Anatomies with Query Embedding Heng Guo Jianfeng Zhang K. Yan Le Lu Minfeng Xu MedIm 24 2 0 05 Dec 2022
Joint Self-Supervised Image-Volume Representation Learning with Intra-Inter Contrastive Clustering D. M. Nguyen Hoangvu Nguyen M. T. N. Truong T. Cao Binh Duc Nguyen Nhat Ho Paul Swoboda Shadi Albarqouni P. Xie Daniel Sonntag SSL 34 21 0 04 Dec 2022
Box2Mask: Box-supervised Instance Segmentation via Level-set Evolution Wentong Li Wenyu Liu Jianke Zhu Miaomiao Cui Risheng Yu Xia Hua Lei Zhang ISeg 38 31 0 03 Dec 2022
Multi-rater Prism: Learning self-calibrated medical image segmentation from multiple raters Junde Wu Huihui Fang Yehui Yang Yuanpei Liu Jing Gao Lixin Duan Weihua Yang Yanwu Xu 23 2 0 01 Dec 2022
Proceedings of the 2nd International Workshop on Reading Music Systems Jorge Calvo-Zaragoza Alexander Pacha 24 2 0 01 Dec 2022
NOPE-SAC: Neural One-Plane RANSAC for Sparse-View Planar 3D Reconstruction Bin Tan Nan Xue Tianfu Wu Guisong Xia 35 15 0 30 Nov 2022
Automated anomaly-aware 3D segmentation of bones and cartilages in knee MR images from the Osteoarthritis Initiative B. Woo Craig B. Engstrom William Baresic Jurgen Fripp Stuart Crozier Shekhar S. Chandra 29 0 0 30 Nov 2022
Attentional Ptycho-Tomography (APT) for three-dimensional nanoscale X-ray imaging with minimal data acquisition and computation time Iksung Kang Ziling Wu Yi Jiang Yudong Yao Junjing Deng J. Klug S. Vogt George Barbastathis 31 7 0 29 Nov 2022
Superpoint Transformer for 3D Scene Instance Segmentation Jiahao Sun Chunmei Qing Junpeng Tan Xiangmin Xu 3DPC 42 105 0 28 Nov 2022
Connecting the Dots: Floorplan Reconstruction Using Two-Level Queries Yuanwen Yue Theodora Kontogianni Konrad Schindler Francis Engelmann 3DV 27 36 0 28 Nov 2022
Medical Image Segmentation Review: The success of U-Net Reza Azad Ehsan Khodapanah Aghdam Amelie Rauland Yiwei Jia Atlas Haddadi Avval Afshin Bozorgpour Sanaz Karimijafarbigloo Joseph Paul Cohen Ehsan Adeli Dorit Merhof SSeg 32 268 0 27 Nov 2022
Rethinking Data Augmentation for Single-source Domain Generalization in Medical Image Segmentation Zixian Su Kai Yao Xi Yang Qiufeng Wang Jie Sun Kaizhu Huang 35 63 0 27 Nov 2022
Boosting COVID-19 Severity Detection with Infection-aware Contrastive Mixup Classification Junlin Hou Jilan Xu Nan Zhang Yuejie Zhang Xiao-Yong Zhang Rui Feng 32 4 0 26 Nov 2022
Robust One-shot Segmentation of Brain Tissues via Image-aligned Style Transformation Jinxin Lv Xiaoyu Zeng Sheng Wang Ran Duan Zhiwei Wang Qiang Li 32 3 0 26 Nov 2022
Panoramic Video Salient Object Detection with Ambisonic Audio Guidance Xiang Li H. Cao Shijie Zhao Junlin Li Li Zhang Bhiksha Raj 42 14 0 26 Nov 2022
RbA: Segmenting Unknown Regions Rejected by All Nazir Nayal Mısra Yavuz João F. Henriques Fatma Guney UQCV 19 46 0 25 Nov 2022
Joint segmentation and discontinuity-preserving deformable registration: Application to cardiac cine-MR images Xiang Chen Yan Xia Nishant Ravikumar Alejandro F Frangi 21 4 0 24 Nov 2022
A comparative study of source-finding techniques in HI emission line cubes using SoFiA, MTObjects, and supervised deep learning J. Barkai M. Verheijen Estefania Talavera Martinez M. Wilkinson 23 0 0 23 Nov 2022
Twin-S: A Digital Twin for Skull-base Surgery Hongchao Shu Ruixing Liang Zhaoshuo Li Anna Goodridge Xiangyu Zhang ... M. Sahu Francis X. Creighton Russell H. Taylor Adnan Munawar Mathias Unberath 22 0 0 21 Nov 2022
Mean Shift Mask Transformer for Unseen Object Instance Segmentation Ya Lu Yuqiao Chen Nicholas Ruozzi Yu Xiang 31 23 0 21 Nov 2022
Segmentation, Classification, and Quality Assessment of UW-OCTA Images for the Diagnosis of Diabetic Retinopathy Yi-Hsuan Li Rachid Zeghlache Ikram Brahim Hui Xu Yubo Tan Pierre-Henri Conze M. Lamard G. Quellec Mostafa EL HABIB DAHO 37 7 0 21 Nov 2022
Adjacent Slice Feature Guided 2.5D Network for Pulmonary Nodule Segmentation Xinwei Xue Gaoyu Wang Long Ma Qi Jia Yi Wang MedIm 24 0 0 19 Nov 2022
SAR-based landslide classification pretraining leads to better segmentation V. Boehm W. J. Leong Ragini Bal Mahesh Ioannis Prapas Edoardo Nemni F. Kalaitzis Siddha Ganju Raúl Ramos-Pollán 19 2 0 17 Nov 2022
Prompt Tuning for Parameter-efficient Medical Image Segmentation Marc Fischer Alexander Bartler Bin Yang SSeg 26 18 0 16 Nov 2022
Robust Online Video Instance Segmentation with Track Queries Zitong Zhan Daniel McKee Svetlana Lazebnik 34 9 0 16 Nov 2022
ELDA: Using Edges to Have an Edge on Semantic Segmentation Based UDA Tingbo Liao Huang-ru Liao Shan Yang Jiemei Yao Li-Yuan Tsao ... Bo Wun Cheng Chen-Hao Chao Chia-Che Chang Yi-Chen Lo Chun-Yi Lee 29 1 0 16 Nov 2022
Encoding feature supervised UNet++: Redesigning Supervision for liver and tumor segmentation Jiahao Cui Ruoxin Xiao S. Fang Minnan Pei Yi-tong Yu SSeg 19 0 0 15 Nov 2022
Forecasting Future Instance Segmentation with Learned Optical Flow and Warping Andrea Ciamarra Federico Becattini Lorenzo Seidenari A. Bimbo 37 5 0 15 Nov 2022
Diffusion Models for Medical Image Analysis: A Comprehensive Survey A. Kazerouni Ehsan Khodapanah Aghdam Moein Heidari Reza Azad Mohsen Fayyaz Ilker Hacihaliloglu Dorit Merhof DiffM MedIm 54 359 0 14 Nov 2022
Multi-center anatomical segmentation with heterogeneous labels via landmark-based models Nicolás Gaggion Maria Vakalopoulou Diego H. Milone Enzo Ferrante 33 5 0 14 Nov 2022
WSC-Trans: A 3D network model for automatic multi-structural segmentation of temporal bone CT X. Hua Z. Du Hongjian Yu Ji-Xian Ma Fanjun Zheng Cheng Zhang Qiao-Ling Lu H Zhao MedIm 13 1 0 14 Nov 2022
Knowledge Distillation from Cross Teaching Teachers for Efficient Semi-Supervised Abdominal Organ Segmentation in CT Jae Won Choi 34 4 0 11 Nov 2022