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
Generative Adversarial Networks in Human Emotion Synthesis:A Review Noushin Hajarolasvadi M. A. Ramírez H. Demirel GAN 63 22 0 28 Oct 2020
AbdomenCT-1K: Is Abdominal Organ Segmentation A Solved Problem? Jun Ma Yao Zhang Song Gu Cheng Zhu Cheng Ge ... Shangqing Liu Yunpeng Wang Yuhui Li Jian He Xiaoping Yang SSeg OOD 121 347 0 28 Oct 2020
Optimization for Medical Image Segmentation: Theory and Practice when evaluating with Dice Score or Jaccard Index Tom Eelbode J. Bertels Maxim Berman Dirk Vandermeulen F. Maes R. Bisschops Matthew B. Blaschko 134 267 0 26 Oct 2020
Matthews Correlation Coefficient Loss for Deep Convolutional Networks: Application to Skin Lesion Segmentation Kumar Abhishek Ghassan Hamarneh 45 32 0 26 Oct 2020
A Weakly-Supervised Semantic Segmentation Approach based on the Centroid Loss: Application to Quality Control and Inspection Kai Yao A. Ortiz F. Bonnín-Pascual 54 0 0 26 Oct 2020
Context Aware 3D UNet for Brain Tumor Segmentation Parvez Ahmad Saqib Qamar Linlin Shen Adnan Saeed SSeg 69 36 0 25 Oct 2020
Tissue characterization based on the analysis on i3DUS data for diagnosis support in neurosurgery Moucheng Xu 21 0 0 24 Oct 2020
Automated crater detection with human level performance Christopher Lee J. Hogan 20 31 0 23 Oct 2020
A Teacher-Student Framework for Semi-supervised Medical Image Segmentation From Mixed Supervision Liyan Sun Jianxiong Wu Xinghao Ding Yue Huang Guisheng Wang Yizhou Yu 94 17 0 23 Oct 2020
Noise2Same: Optimizing A Self-Supervised Bound for Image Denoising Yaochen Xie Zhengyang Wang Shuiwang Ji 131 118 0 22 Oct 2020
Exploring Overcomplete Representations for Single Image Deraining using CNNs R. Yasarla Jeya Maria Jose Valanarasu Vishal M. Patel 91 19 0 20 Oct 2020
ivadomed: A Medical Imaging Deep Learning Toolbox C. Gros A. Lemay Olivier Vincent Lucas Rouhier Anthime Bucquet Joseph Paul Cohen Julien Cohen-Adad LM&MA MedIm 77 15 0 20 Oct 2020
SPECT Imaging Reconstruction Method Based on Deep Convolutional Neural Network C. Chrysostomou L. Koutsantonis Christos Lemesios C. Papanicolas 40 9 0 19 Oct 2020
GASNet: Weakly-supervised Framework for COVID-19 Lesion Segmentation Zhanwei Xu Yukun Cao Cheng Jin Guozhu Shao Xiaoqing Liu Jie Zhou Heshui Shi Jianjiang Feng MedIm 81 25 0 19 Oct 2020
Double-Uncertainty Weighted Method for Semi-supervised Learning Yixin Wang Yao Zhang Jiang Tian Cheng Zhong Zhongchao Shi Yang Zhang Zhiqiang He UQCV 68 116 0 19 Oct 2020
Modality-Pairing Learning for Brain Tumor Segmentation Yixin Wang Yao Zhang Feng Hou Yang Liu Jiang Tian Cheng Zhong Yang Zhang Zhiqiang He 150 69 0 19 Oct 2020
End-to-End Learning for Simultaneously Generating Decision Map and Multi-Focus Image Fusion Result Boyuan Ma Xiang Yin Di Wu Xiaojuan Ban 3DH 42 62 0 17 Oct 2020
Drink Bleach or Do What Now? Covid-HeRA: A Study of Risk-Informed Health Decision Making in the Presence of COVID-19 Misinformation Arkin Dharawat Ismini Lourentzou Alex Morales ChengXiang Zhai 64 18 0 17 Oct 2020
CS2-Net: Deep Learning Segmentation of Curvilinear Structures in Medical Imaging M. Elliott Yuanhong Chen Huazhu Fu Yuyuan Liu C. Kwok ... Chong Wang Davis J. McCarthy Helen Frazer Gustavo Carneiro Fengbei Liu MedIm 65 159 0 15 Oct 2020
PP-LinkNet: Improving Semantic Segmentation of High Resolution Satellite Imagery with Multi-stage Training An Tran Ali Zonoozi Jagannadan Varadarajan Hannes Kruppa SSeg 65 14 0 14 Oct 2020
Bridging 2D and 3D Segmentation Networks for Computation Efficient Volumetric Medical Image Segmentation: An Empirical Study of 2.5D Solutions Yichi Zhang Qingcheng Liao Leiting Ding Jicong Zhang 3DV 141 85 0 13 Oct 2020
Selective Information Passing for MR/CT Image Segmentation Qikui Zhu Liang Li Jiangnan Hao Y. Zha Yan Zhang Yanxiang Cheng Fei Liao Pingxiang Li MedIm 53 6 0 10 Oct 2020
Fast Fourier Transformation for Optimizing Convolutional Neural Networks in Object Recognition Varsha Nair Moitrayee Chatterjee Neda Tavakoli A. Namin Craig Snoeyink 25 12 0 08 Oct 2020
Unconstrained Text Detection in Manga Julián Del Gobbo Rosana Matuk Herrera 35 8 0 07 Oct 2020
Artificial Intelligence: Research Impact on Key Industries; the Upper-Rhine Artificial Intelligence Symposium (UR-AI 2020) Andreas H. Christ Franz Quint AI4CE 55 0 0 05 Oct 2020
KiU-Net: Overcomplete Convolutional Architectures for Biomedical Image and Volumetric Segmentation Jeya Maria Jose Valanarasu Vishwanath A. Sindagi Ilker Hacihaliloglu Vishal M. Patel SSeg 88 169 0 04 Oct 2020
Global Adaptive Filtering Layer for Computer Vision Viktor Shipitsin Iaroslav Bespalov Dmitry V. Dylov 49 6 0 02 Oct 2020
Realistic Image Normalization for Multi-Domain Segmentation Pierre-Luc Delisle Benoit Anctil-Robitaille Christian Desrosiers H. Lombaert 54 18 0 29 Sep 2020
MPG-Net: Multi-Prediction Guided Network for Segmentation of Retinal Layers in OCT Images Zeyu Fu Yang Sun Xinming Zhang Scott Stainton Shaun Barney J. Hogg W. Innes S. Dlay 48 3 0 28 Sep 2020
Fully Automated Left Atrium Segmentation from Anatomical Cine Long-axis MRI Sequences using Deep Convolutional Neural Network with Unscented Kalman Filter Xiaoran Zhang M. Noga David Glynn Martin K. Punithakumar MedIm 44 26 0 28 Sep 2020
Medical Image Segmentation Using Deep Learning: A Survey Risheng Wang Tao Lei Xiaogang Du Yong Wan Hongying Meng Asoke K. Nandi SSeg OOD 95 578 0 28 Sep 2020
RRPN++: Guidance Towards More Accurate Scene Text Detection Jianqi Ma ObjD 41 6 0 28 Sep 2020
ESTAN: Enhanced Small Tumor-Aware Network for Breast Ultrasound Image Segmentation Bryar Shareef Aleksandar Vakanski Min Xian Phoebe E. Freer 41 50 0 27 Sep 2020
Two-stream Encoder-Decoder Network for Localizing Image Forgeries A. Mazumdar P. Bora 23 12 0 27 Sep 2020
Enhancing MRI Brain Tumor Segmentation with an Additional Classification Network Hieu T. Nguyen T. Le T. Nguyen N. T. Nguyen 80 20 0 25 Sep 2020
Going to Extremes: Weakly Supervised Medical Image Segmentation H. Roth Ke Wang Ziyue Xu Xiaosong Wang Daguang Xu 65 63 0 25 Sep 2020
Brain Tumor Segmentation using 3D-CNNs with Uncertainty Estimation Laura Mora Ballestar Verónica Vilaplana 37 9 0 24 Sep 2020
Label-Efficient Multi-Task Segmentation using Contrastive Learning J. Iwasawa Y. Hirano Yohei Sugawara 66 9 0 23 Sep 2020
Robustification of Segmentation Models Against Adversarial Perturbations In Medical Imaging Hanwool Park Amirhossein Bayat Mohammad Sabokrou Jan S. Kirschke Bjoern Menze OOD AAML MedIm 38 11 0 23 Sep 2020
Learning Non-Unique Segmentation with Reward-Penalty Dice Loss Jiabo He S. Erfani S. Wijewickrema S. O'Leary K. Ramamohanarao 41 3 0 23 Sep 2020
CA-Net: Comprehensive Attention Convolutional Neural Networks for Explainable Medical Image Segmentation Ran Gu Guotai Wang Tao Song Rui Huang Michael Aertsen Jan Deprest Sébastien Ourselin Tom Vercauteren Shaoting Zhang SSeg 126 472 0 22 Sep 2020
TopNet: Topology Preserving Metric Learning for Vessel Tree Reconstruction and Labelling Deepak Keshwani Yoshiro Kitamura Satoshi Ihara S. Iizuka E. Simo-Serra 3DPC 40 39 0 18 Sep 2020
Brain tumour segmentation using cascaded 3D densely-connected U-net M. Ghaffari Arcot Sowmya Ruth Oliver 3DV 62 10 0 16 Sep 2020
Multi-structure bone segmentation in pediatric MR images with combined regularization from shape priors and adversarial network Arnaud Boutillon Bhushan S Borotikar Valérie Burdin Pierre-Henri Conze MedIm 45 18 0 15 Sep 2020
The Devil is the Classifier: Investigating Long Tail Relation Classification with Decoupling Analysis Haiyang Yu Ningyu Zhang Shumin Deng Zonggang Yuan Yantao Jia Huajun Chen 74 15 0 15 Sep 2020
3D Reconstruction and Segmentation of Dissection Photographs for MRI-free Neuropathology Henry F. J. Tregidgo Adrià Casamitjana Caitlin S. Latimer Mitchell D Kilgore Eleanor D. Robinson ... Bruce Fischl Adrian Dalca C. M. Donald Dirk C. Keene Juan Eugenio Iglesias 66 6 0 11 Sep 2020
Fully automated analysis of muscle architecture from B-mode ultrasound images with deep learning N. Cronin T. Finni O. Seynnes 25 20 0 10 Sep 2020
Fully Convolutional Graph Neural Networks for Parametric Virtual Try-On R. Vidaurre I. Santesteban Elena Garces Dan Casas AI4CE 3DH 74 79 0 09 Sep 2020
Semi-supervised Medical Image Segmentation through Dual-task Consistency Xiangde Luo Jieneng Chen Tao Song Yinan Chen Guotai Wang Shaoting Zhang 85 548 0 09 Sep 2020
SCG-Net: Self-Constructing Graph Neural Networks for Semantic Segmentation Qinghui Liu Michael C. Kampffmeyer Robert Jenssen Arnt-Børre Salberg GNN SSeg 61 10 0 03 Sep 2020