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
TBraTS: Trusted Brain Tumor Segmentation Ke Zou Xuedong Yuan Xiaojing Shen Meng Wang Huazhu Fu UQCV OOD 37 54 0 19 Jun 2022
Rethinking Bayesian Deep Learning Methods for Semi-Supervised Volumetric Medical Image Segmentation Jianfeng Wang Thomas Lukasiewicz BDL 11 29 0 18 Jun 2022
CTooth: A Fully Annotated 3D Dataset and Benchmark for Tooth Volume Segmentation on Cone Beam Computed Tomography Images Weiwei Cui Yaqi Wang Qianni Zhang Huiyu Zhou Dansheg Song Xingyong Zuo Gangyong Jia Liaoyuan Zeng 3DPC 32 14 0 17 Jun 2022
Realistic One-shot Mesh-based Head Avatars Taras Khakhulin V. Sklyarova Victor Lempitsky Egor Zakharov 3DH 45 97 0 16 Jun 2022
AMOS: A Large-Scale Abdominal Multi-Organ Benchmark for Versatile Medical Image Segmentation Yuanfeng Ji Haotian Bai Jie Yang Chongjian Ge Ye Zhu ... Zhuguo Li Lingyan Zhang Wanling Ma Xiang Wan Ping Luo OOD 27 295 0 16 Jun 2022
Conformal prediction set for time-series Chen Xu Yao Xie AI4TS 18 10 0 15 Jun 2022
Segmentation in large-scale cellular electron microscopy with deep learning: A literature survey A. Aswath A. Alsahaf B. Giepmans George Azzopardi 30 33 0 14 Jun 2022
Federated Multi-organ Segmentation with Inconsistent Labels Xuanang Xu H. Deng J. Gateno Pingkun Yan FedML 49 23 0 14 Jun 2022
Consistent Video Instance Segmentation with Inter-Frame Recurrent Attention Quanzeng You Jiang Wang Peng Chu Andre Abrantes Zicheng Liu VOS 32 1 0 14 Jun 2022
Confidence-Guided Unsupervised Domain Adaptation for Cerebellum Segmentation Xuan Li P. Toussaint Alan C. Evans Xue Liu 27 0 0 14 Jun 2022
A Multi-task Framework for Infrared Small Target Detection and Segmentation Yuhang Chen Liyuan Li Xin Liu Xiaofeng Su Fansheng Chen 20 47 0 14 Jun 2022
Med-DANet: Dynamic Architecture Network for Efficient Medical Volumetric Segmentation Wenxuan Wang Chen Chen Jing Wang Sen Zha Yan Zhang Jiangyun Li MedIm 25 8 0 14 Jun 2022
SyntheX: Scaling Up Learning-based X-ray Image Analysis Through In Silico Experiments Cong Gao Benjamin Killeen Yicheng Hu Robert Grupp Russell H. Taylor Mehran Armand Mathias Unberath MedIm 35 9 0 13 Jun 2022
Satellite-based high-resolution maps of cocoa planted area for Côte dÍvoire and Ghana Nikolai Kalischek Nico Lang Cécile Renier Rodrigo Caye Daudt T. Addoah W. Thompson W. Blaser-Hart R. Garrett Konrad Schindler Jan Dirk Wegner 23 6 0 13 Jun 2022
Field Level Neural Network Emulator for Cosmological N-body Simulations Drew Jamieson Yin Li Renan Alves de Oliveira F. Villaescusa-Navarro S. Ho D. Spergel 18 27 0 09 Jun 2022
Simple lessons from complex learning: what a neural network model learns about cosmic structure formation Drew Jamieson Yin Li Siyu He F. Villaescusa-Navarro S. Ho R. A. Oliveira D. Spergel 19 4 0 09 Jun 2022
BFS-Net: Weakly Supervised Cell Instance Segmentation from Bright-Field Microscopy Z-Stacks Shervin Dehghani Benjamin Busam Nassir Navab A. Nasseri 28 0 0 09 Jun 2022
Local Spatiotemporal Representation Learning for Longitudinally-consistent Neuroimage Analysis Mengwei Ren Neel Dey Martin Styner K. Botteron Guido Gerig 26 18 0 09 Jun 2022
Language-Bridged Spatial-Temporal Interaction for Referring Video Object Segmentation Zihan Ding Tianrui Hui Junshi Huang Xiaoming Wei Jizhong Han Si Liu VOS 33 52 0 08 Jun 2022
HMRNet: High and Multi-Resolution Network with Bidirectional Feature Calibration for Brain Structure Segmentation in Radiotherapy Hao Xu Guotai Wang Wenhui Lei Wei Xu Qianfei Zhao Shichuan Zhang Kang Li Shaoting Zhang 22 12 0 07 Jun 2022
EVAC+: Multi-scale V-net with Deep Feature CRF Layers for Brain Extraction Jong Sung Park S. Fadnavis Eleftherios Garyfallidis 44 0 0 06 Jun 2022
mmFormer: Multimodal Medical Transformer for Incomplete Multimodal Learning of Brain Tumor Segmentation Yao Zhang Nanjun He Jiawei Yang Yuexiang Li Dong Wei Yawen Huang Yang Zhang Zhiqiang He Yefeng Zheng MedIm 33 110 0 06 Jun 2022
Semi-Supervised Segmentation of Mitochondria from Electron Microscopy Images Using Spatial Continuity Yunpeng Xiao Youpeng Zhao Ge Yang 22 3 0 06 Jun 2022
R2U++: A Multiscale Recurrent Residual U-Net with Dense Skip Connections for Medical Image Segmentation Mehreen Mubashar Hazrat Ali C. Grönlund Shoaib Azmat SSeg 34 66 0 03 Jun 2022
Mutual- and Self- Prototype Alignment for Semi-supervised Medical Image Segmentation Zhenxi Zhang Chunna Tian Zhicheng Jiao 43 2 0 03 Jun 2022
Incremental Learning Meets Transfer Learning: Application to Multi-site Prostate MRI Segmentation Chenyu You Jinlin Xiang Kun Su Xiaoran Zhang Siyuan Dong J. Onofrey Lawrence H. Staib James S. Duncan CLL 33 51 0 03 Jun 2022
Transforming medical imaging with Transformers? A comparative review of key properties, current progresses, and future perspectives Jun Li Junyu Chen Yucheng Tang Ce Wang Bennett A. Landman S. K. Zhou ViT OOD MedIm 30 27 0 02 Jun 2022
FV-UPatches: Enhancing Universality in Finger Vein Recognition Ziyan Chen Jiazhen Liu C. Cao Changlong Jin Hakil Kim FedML OOD 26 3 0 02 Jun 2022
MISSU: 3D Medical Image Segmentation via Self-distilling TransUNet Nan Wang Shaohui Lin Xiaoxiao Li Ke Li Yunhang Shen Yue Gao Lizhuang Ma ViT MedIm 54 33 0 02 Jun 2022
Memory-efficient Segmentation of High-resolution Volumetric MicroCT Images Yuan Wang Laura Blackie I. Miguel-Aliaga Wenjia Bai 3DV 23 3 0 31 May 2022
Calibrated Bagging Deep Learning for Image Semantic Segmentation: A Case Study on COVID-19 Chest X-ray Image Lucy Nwosu Xiangfang Li Lijun Qian Seungchan Kim Xishuang Dong 47 3 0 27 May 2022
UniInst: Unique Representation for End-to-End Instance Segmentation Yimin Ou Rui Yang Lufan Ma Yong Liu Jiangpeng Yan Shang Xu Chengjie Wang Xiu Li ISeg 36 7 0 25 May 2022
Context Attention Network for Skeleton Extraction Zixuan Huang Yunfeng Wang Zhiwen Chen Xin Gao Ruili Feng Xiaobo Li 3DPC 21 2 0 24 May 2022
Mind The Gap: Alleviating Local Imbalance for Unsupervised Cross-Modality Medical Image Segmentation Zixian Su Kai Yao Xi Yang Qiufeng Wang Yuyao Yan Jie Sun Kaizhu Huang 43 4 0 24 May 2022
UNet#: A UNet-like Redesigning Skip Connections for Medical Image Segmentation Ledan Qian Xiao Zhou Yi Li Zhongyi Hu 49 5 0 24 May 2022
FedNorm: Modality-Based Normalization in Federated Learning for Multi-Modal Liver Segmentation Tobias Bernecker Annette Peters C. Schlett F. Bamberg Fabian J. Theis Daniel Rueckert J. Weiss Shadi Albarqouni FedML MedIm 40 20 0 23 May 2022
HCFormer: Unified Image Segmentation with Hierarchical Clustering Teppei Suzuki 32 0 0 20 May 2022
CORPS: Cost-free Rigorous Pseudo-labeling based on Similarity-ranking for Brain MRI Segmentation C. T. Sari Sila Kurugol O. Afacan Simon K. Warfield 31 0 0 19 May 2022
3DConvCaps: 3DUnet with Convolutional Capsule Encoder for Medical Image Segmentation Minh-Trieu Tran Viet-Khoa Vo-Ho Ngan T. H. Le 3DPC MedIm 25 13 0 19 May 2022
3D Segmentation Guided Style-based Generative Adversarial Networks for PET Synthesis Yang Zhou Zhiwen Yang Hui Zhang E. Chang Yubo Fan Yan Xu GAN MedIm 39 17 0 18 May 2022
Cross-subject Action Unit Detection with Meta Learning and Transformer-based Relation Modeling Jiyuan Cao Zhilei Liu Yong Zhang ViT 40 2 0 18 May 2022
Detection Masking for Improved OCR on Noisy Documents Daniel Rotman Ophir Azulai Inbar Shapira Yevgeny Burshtein Udi Barzelay 48 4 0 17 May 2022
blob loss: instance imbalance aware loss functions for semantic segmentation Florian Kofler Suprosanna Shit Ivan Ezhov Lucas Fidon Izabela Horvath ... J. Peeken Tom Vercauteren C. Zimmer Benedikt Wiestler Bjoern H. Menze 16 18 0 17 May 2022
Voxel-wise Adversarial Semi-supervised Learning for Medical Image Segmentation Chae-Eun Lee H. Park Y. Shin Minyoung Chung 39 8 0 14 May 2022
Using Deep Learning-based Features Extracted from CT scans to Predict Outcomes in COVID-19 Patients Sai Vidyaranya Nuthalapati M. Vizcaychipi P. Shah P. Chudzik C. Leow Paria Yousefi Ahmed Selim K. Tait B. Irving OOD 70 1 0 10 May 2022
MNet: Rethinking 2D/3D Networks for Anisotropic Medical Image Segmentation Zhangfu Dong Yuting He Xiaoming Qi Yang Chen H. Shu J. Coatrieux Guanyu Yang Shuo Li 26 43 0 10 May 2022
SAN-Net: Learning Generalization to Unseen Sites for Stroke Lesion Segmentation with Self-Adaptive Normalization Weiyi Yu Zhizhong Huang Junping Zhang Hongming Shan OOD MedIm 21 26 0 09 May 2022
Calibrating Label Distribution for Class-Imbalanced Barely-Supervised Knee Segmentation Yiqun Lin Huifeng Yao Zezhong Li Guoyan Zheng Xuelong Li 24 29 0 07 May 2022
Super Images -- A New 2D Perspective on 3D Medical Imaging Analysis I. Sobirov Numan Saeed Mohammad Yaqub MedIm 25 2 0 05 May 2022
Application of belief functions to medical image segmentation: A review Ling Huang S. Ruan Thierry Denoeux EDL MedIm 32 30 0 03 May 2022