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 / 2,423 papers shown

Title
Hybrid Tracker with Pixel and Instance for Video Panoptic Segmentation Weicai Ye Xinyue Lan Gewei Su Hujun Bao Zhaopeng Cui Guofeng Zhang VOS 117 3 0 02 Mar 2022
Exploring Smoothness and Class-Separation for Semi-supervised Medical Image Segmentation Yicheng Wu Zhonghua Wu Qianyi Wu Zongyuan Ge Jianfei Cai 105 146 0 02 Mar 2022
Multi-Task Multi-Scale Learning For Outcome Prediction in 3D PET Images Amine Amyar R. Modzelewski P. Vera V. Morard S. Ruan MedIm 46 13 0 01 Mar 2022
AGMR-Net: Attention Guided Multiscale Recovery framework for stroke segmentation Xiuquan Du Kunpeng Ma Yuhui Song 57 10 0 28 Feb 2022
Factorizer: A Scalable Interpretable Approach to Context Modeling for Medical Image Segmentation Pooya Ashtari Diana Sima L. De Lathauwer D. Sappey-Marinier F. Maes Sabine Van Huffel ViT MedIm 79 37 0 24 Feb 2022
FreeSOLO: Learning to Segment Objects without Annotations Xinlong Wang Zhiding Yu Shalini De Mello Jan Kautz Anima Anandkumar Chunhua Shen J. Álvarez ISeg SSeg 99 115 0 24 Feb 2022
Augmentation based unsupervised domain adaptation Mauricio Orbes-Arteaga Thomas Varsavsky Lauge Sørensen Mads Nielsen A. Pai Sebastien Ourselin Marc Modat Jorge Cardoso OOD 42 3 0 23 Feb 2022
RDP-Net: Region Detail Preserving Network for Change Detection Hongji Chen Fangling Pu Rui Yang Ruipeng Tang Xin Xu 98 38 0 20 Feb 2022
A General Deep Learning framework for Neuron Instance Segmentation based on Efficient UNet and Morphological Post-processing Huaqian Wu N. Souedet C. Jan Cédric Clouchoux T. Delzescaux 24 16 0 17 Feb 2022
An overview of deep learning in medical imaging I. Haq VLM 35 5 0 17 Feb 2022
OpenKBP-Opt: An international and reproducible evaluation of 76 knowledge-based planning pipelines A. Babier Rafid Mahmood Binghao Zhang Victor G. L. Alves A. M. Barragán-Montero ... L. Zimmermann K. Moore T. Purdie A. McNiven T. Chan LM&MA 23 22 0 16 Feb 2022
Cross-Modality Neuroimage Synthesis: A Survey Guoyang Xie Yawen Huang Jin-Bao Wang Ke Lu Yefeng Zheng Feng Zheng Yaochu Jin 84 7 0 14 Feb 2022
Opinions Vary? Diagnosis First! Junde Wu Huihui Fang Dalu Yang Binghong Wu Wenshuo Zhou Fangxin Shang Yehui Yang Yanwu Xu 69 3 0 14 Feb 2022
LTSP: Long-Term Slice Propagation for Accurate Airway Segmentation Yang Wu Minghui Zhang Weihao Yu Hao Zheng Jiasheng Xu Yun Gu 35 15 0 13 Feb 2022
Semi-supervised Medical Image Segmentation via Geometry-aware Consistency Training Zihang Liu Chunhui Zhao 49 4 0 12 Feb 2022
DDoS-UNet: Incorporating temporal information using Dynamic Dual-channel UNet for enhancing super-resolution of dynamic MRI S. Chatterjee Chompunuch Sarasaen G. Rose A. Nürnberger Oliver Speck SupR 61 5 0 10 Feb 2022
Deep Learning for Computational Cytology: A Survey Hao Jiang Yanning Zhou Yi Lin R. Chan Jiangshu Liu Hao Chen 92 79 0 10 Feb 2022
A Field of Experts Prior for Adapting Neural Networks at Test Time Neerav Karani G. Brunner Ertunc Erdil Simin Fei K. Tezcan K. Chaitanya E. Konukoglu OOD 57 2 0 10 Feb 2022
What's Cracking? A Review and Analysis of Deep Learning Methods for Structural Crack Segmentation, Detection and Quantification Jacob König M. Jenkins M. Mannion P. Barrie Gordon Morison 100 14 0 08 Feb 2022
Accurate super-resolution low-field brain MRI Juan Eugenio Iglesias Riana L. Schleicher Sean Laguna Benjamin Billot P. Schaefer Brenna N. Mckaig J. Goldstein Kevin N. Sheth Matthew S. Rosen W. T. Kimberly 61 6 0 07 Feb 2022
Benchmarking Deep Models for Salient Object Detection Huajun Zhou Yang Lin Lingxiao Yang Jianhuang Lai Xiaohua Xie AAML 53 10 0 07 Feb 2022
A Topology-Attention ConvLSTM Network and Its Application to EM Images Jiaqi Yang Xiaoling Hu Chao Chen Chialing Tsai 3DPC MedIm 49 3 0 07 Feb 2022
Hyper-Convolutions via Implicit Kernels for Medical Imaging Tianyu Ma Alan Q. Wang Adrian Dalca M. Sabuncu SSL 72 1 0 06 Feb 2022
Retinal Vessel Segmentation with Pixel-wise Adaptive Filters Mingxing Li Shenglong Zhou Changsheng Chen Yueyi Zhang Dong Liu Zhiwei Xiong 38 15 0 03 Feb 2022
Review of Serial and Parallel Min-Cut/Max-Flow Algorithms for Computer Vision Patrick M. Jensen N. Jeppesen A. Dahl Vedrana Andersen Dahl 54 8 0 01 Feb 2022
Lymphoma segmentation from 3D PET-CT images using a deep evidential network Ling Huang S. Ruan P. Decazes Thierry Denoeux 3DPC MedIm 123 40 0 31 Jan 2022
TransBTSV2: Towards Better and More Efficient Volumetric Segmentation of Medical Images Jiangyun Li Wenxuan Wang Chen Chen Tianxiang Zhang Sen Zha Jing Wang Hong Yu ViT MedIm 115 25 0 30 Jan 2022
Unsupervised Domain Adaptation for Vestibular Schwannoma and Cochlea Segmentation via Semi-supervised Learning and Label Fusion Han Liu Yubo Fan C. Cui Dingjie Su A. McNeil Benoit M. Dawant 83 5 0 25 Jan 2022
Transformers in Medical Imaging: A Survey Fahad Shamshad Salman Khan Syed Waqas Zamir Muhammad Haris Khan Munawar Hayat Fahad Shahbaz Khan Huazhu Fu ViT LM&MA MedIm 195 703 0 24 Jan 2022
Describe me if you can! Characterized Instance-level Human Parsing Angélique Loesch Romaric Audigier 80 7 0 24 Jan 2022
SoftDropConnect (SDC) -- Effective and Efficient Quantification of the Network Uncertainty in Deep MR Image Analysis Qing Lyu C. Whitlow Ge Wang UQCV BDL 74 2 0 20 Jan 2022
A Deep Learning Approach for Semantic Segmentation of Unbalanced Data in Electron Tomography of Catalytic Materials A. Genç L. Kovarik H. Fraser 72 16 0 18 Jan 2022
SS-3DCapsNet: Self-supervised 3D Capsule Networks for Medical Segmentation on Less Labeled Data Minh-Khoi Tran Loi Ly Binh-Son Hua Ngan Le 3DPC MedIm 74 17 0 15 Jan 2022
Pyramid Fusion Transformer for Semantic Segmentation Zipeng Qin Jianbo Liu Xiaoling Zhang Maoqing Tian Aojun Zhou Shuai Yi Hongsheng Li ViT 86 16 0 11 Jan 2022
Reciprocal Adversarial Learning for Brain Tumor Segmentation: A Solution to BraTS Challenge 2021 Segmentation Task Himashi Peiris Zhaolin Chen Gary Egan Mehrtash Harandi 37 34 0 11 Jan 2022
3D Segmentation with Fully Trainable Gabor Kernels and Pearson's Correlation Coefficient Ken C. L. Wong Mehdi Moradi 3DPC MedIm 34 4 0 10 Jan 2022
Cross-Modality Deep Feature Learning for Brain Tumor Segmentation Dingwen Zhang Guohai Huang Qiang Zhang Jungong Han Junwei Han Yizhou Yu 79 220 0 07 Jan 2022
Tackling the Class Imbalance Problem of Deep Learning Based Head and Neck Organ Segmentation Elias Tappeiner M. Welk R. Schubert SSeg AI4CE 49 16 0 05 Jan 2022
Swin UNETR: Swin Transformers for Semantic Segmentation of Brain Tumors in MRI Images Ali Hatamizadeh V. Nath Yucheng Tang Dong Yang H. Roth Daguang Xu ViT MedIm 126 1,146 0 04 Jan 2022
External Attention Assisted Multi-Phase Splenic Vascular Injury Segmentation with Limited Data Yuyin Zhou D. Dreizin Yan Wang Fengze Liu Wei Shen Alan Yuille 61 16 0 04 Jan 2022
Language as Queries for Referring Video Object Segmentation Jiannan Wu Yi Jiang Pei Sun Zehuan Yuan Ping Luo 71 153 0 03 Jan 2022
D-Former: A U-shaped Dilated Transformer for 3D Medical Image Segmentation YiXuan Wu Kuan-Yu Liao Jintai Chen Jinhong Wang Danny Chen Honghao Gao Jian Wu ViT MedIm 87 116 0 03 Jan 2022
Recurrent Feature Propagation and Edge Skip-Connections for Automatic Abdominal Organ Segmentation Zefan Yang Di Lin Dong Ni Yi Wang MedIm 57 7 0 02 Jan 2022
DAM-AL: Dilated Attention Mechanism with Attention Loss for 3D Infant Brain Image Segmentation Dinh-Hieu Hoang Gia-Han Diep Minh-Triet Tran Ngan T. H Le 62 8 0 27 Dec 2021
Generalized Wasserstein Dice Loss, Test-time Augmentation, and Transformers for the BraTS 2021 challenge Lucas Fidon Suprosanna Shit Ivan Ezhov Johannes C. Paetzold Sébastien Ourselin Tom Vercauteren ViT MedIm 64 9 0 24 Dec 2021
Maximum Entropy on Erroneous Predictions (MEEP): Improving model calibration for medical image segmentation Agostina J. Larrazabal Cesar E. Martínez Jose Dolz Enzo Ferrante 93 15 0 22 Dec 2021
Scaling Open-Vocabulary Image Segmentation with Image-Level Labels Golnaz Ghiasi Xiuye Gu Huayu Chen Nayeon Lee VLM 133 387 0 22 Dec 2021
Generalizable Cross-modality Medical Image Segmentation via Style Augmentation and Dual Normalization Ziqi Zhou Lei Qi Xin Yang Dong Ni Yinghuan Shi OOD MedIm 62 59 0 21 Dec 2021
Leveraging Image Complexity in Macro-Level Neural Network Design for Medical Image Segmentation T. M. Khan Syed S. Naqvi Erik H. W. Meijering SSeg 96 25 0 21 Dec 2021
SOIT: Segmenting Objects with Instance-Aware Transformers Xiaodong Yu Dahu Shi Xing Wei Ye Ren Ting Ye Wenming Tan ViT 102 27 0 21 Dec 2021