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"

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Title
Towards a Deep Unified Framework for Nuclear Reactor Perturbation Analysis Fabio De Sousa Ribeiro Francesco Calivá D. Chionis A. Dokhane A. Mylonakis C. Demazière Georgios Leontidis Stefanos D. Kollias 23 23 0 26 Jul 2018
Ensemble of Multi-sized FCNs to Improve White Matter Lesion Segmentation Zhewei Wang Charles D. Smith Jundong Liu 8 11 0 24 Jul 2018
Automated Characterization of Stenosis in Invasive Coronary Angiography Images with Convolutional Neural Networks Benjamin Au Uri Shaham S. Dhruva G. Bouras Ecaterina Cristea A. Lansky A. Coppi F. Warner Shu-Xia Li H. Krumholz 13 18 0 19 Jul 2018
Conditional Random Fields as Recurrent Neural Networks for 3D Medical Imaging Segmentation Miguel A. B. Monteiro Mário A. T. Figueiredo Arlindo L. Oliveira MedIm SSeg 11 26 0 19 Jul 2018
EchoFusion: Tracking and Reconstruction of Objects in 4D Freehand Ultrasound Imaging without External Trackers Bishesh Khanal Alberto Gómez N. Toussaint Steven G. McDonagh V. Zimmer ... C. Gupta Benjamin Hou Daniel Rueckert J. Schnabel Bernhard Kainz 4 4 0 19 Jul 2018
Aleatoric uncertainty estimation with test-time augmentation for medical image segmentation with convolutional neural networks Guotai Wang Wenqi Li Michael Aertsen Jan Deprest Sebastien Ourselin Tom Kamiel Magda Vercauteren UQCV MedIm OOD 30 582 0 19 Jul 2018
$3D Global Convolutional Adversarial Network\\ for Prostate MR Volume Segmentation$ 3D Global Convolutional Adversarial Network\\ for Prostate MR Volume Segmentation Haozhe Jia Yang Song Donghao Zhang Heng-Chiao Huang D. Feng M. Fulham Yong-quan Xia Weidong (Tom) Cai 3DPC MedIm 14 10 0 18 Jul 2018
PIMMS: Permutation Invariant Multi-Modal Segmentation Thomas Varsavsky Zach Eaton-Rosen Carole H. Sudre P. Nachev M. Jorge Cardoso 12 22 0 17 Jul 2018
Multi-Scale Convolutional-Stack Aggregation for Robust White Matter Hyperintensities Segmentation Hongwei Bran Li Jianguo Zhang Mark Muhlau Jan Kirschke Bjoern H. Menze 8 8 0 13 Jul 2018
Prostate Segmentation using 2D Bridged U-net Wanli Chen Yue Zhang Junjun He Yu Qiao Yifan Chen Hongjian Shi Xiaoying Tang SSeg 3DV 14 32 0 12 Jul 2018
Accurate Scene Text Detection through Border Semantics Awareness and Bootstrapping Chuhui Xue Shijian Lu Fangneng Zhan 9 125 0 10 Jul 2018
Weakly-Supervised Convolutional Neural Networks for Multimodal Image Registration Yipeng Hu Marc Modat Eli Gibson Wenqi Li N. Ghavami ... M. Emberton Sébastien Ourselin J. A. Noble D. Barratt Tom Kamiel Magda Vercauteren 20 381 0 09 Jul 2018
Multi-Scale Coarse-to-Fine Segmentation for Screening Pancreatic Ductal Adenocarcinoma Zhuotun Zhu Yingda Xia Lingxi Xie Elliot K. Fishman Alan Yuille MedIm 11 93 0 09 Jul 2018
3D RoI-aware U-Net for Accurate and Efficient Colorectal Tumor Segmentation Yijie Huang Qi Dou Zixian Wang Li-Zhi Liu Ying Jin Chaozhuo Li Lisheng Wang Hao Chen R. Xu 12 57 0 27 Jun 2018
Fully Convolutional Networks for Automated Segmentation of Abdominal Adipose Tissue Depots in Multicenter Water-Fat MRI Taro Langner Anders Hedström K. Paulmichl D. Weghuber A. Forslund P. Bergsten H. Ahlström J. Kullberg 20 42 0 26 Jun 2018
Automatic segmentation of prostate zones Germonda Mooij Ines Bagulho Henkjan Huisman MedIm 21 15 0 19 Jun 2018
Kid-Net: Convolution Networks for Kidney Vessels Segmentation from CT-Volumes Ahmed Taha P. Lo Junning Li T. Zhao SSeg 3DPC 15 57 0 18 Jun 2018
Imperfect Segmentation Labels: How Much Do They Matter? N. Heller Joshua Dean Nikolaos Papanikolopoulos 30 37 0 12 Jun 2018
Enhancing clinical MRI Perfusion maps with data-driven maps of complementary nature for lesion outcome prediction Adriano Pinto Sérgio Pereira Raphael Meier Victor Alves Roland Wiest Carlos Alberto Silva M. Reyes 14 25 0 12 Jun 2018
VoxelAtlasGAN: 3D Left Ventricle Segmentation on Echocardiography with Atlas Guided Generation and Voxel-to-voxel Discrimination Suyu Dong Gongning Luo Kuanquan Wang Shaodong Cao A. Mercado O. Shmuilovich Henggui Zhang Shuo Li 14 38 0 10 Jun 2018
Autoencoders for Multi-Label Prostate MR Segmentation Ard de Gelder Henkjan Huisman 6 6 0 09 Jun 2018
Contextual Hourglass Networks for Segmentation and Density Estimation Daniel Oñoro-Rubio Mathias Niepert 11 2 0 08 Jun 2018
Shape Robust Text Detection with Progressive Scale Expansion Network Xiang Li Wenhai Wang Wenbo Hou Ruo-Ze Liu Tong Lu Jian Yang 12 603 0 07 Jun 2018
Quantitative Phase Imaging and Artificial Intelligence: A Review YoungJu Jo Hyungjoon Cho Sang Yun Lee Gunho Choi Geon Kim Hyun-Seok Min Yongkeun Park 22 154 0 06 Jun 2018
A multi-scale pyramid of 3D fully convolutional networks for abdominal multi-organ segmentation H. Roth Chen Shen H. Oda T. Sugino M. Oda Y. Hayashi K. Misawa K. Mori SSeg 24 83 0 06 Jun 2018
CFCM: Segmentation via Coarse to Fine Context Memory Fausto Milletari Nicola Rieke Maximilian Baust M. Esposito Nassir Navab 20 48 0 04 Jun 2018
Fully Automated Organ Segmentation in Male Pelvic CT Images Anjali Balagopal S. Kazemifar D. Nguyen Mu-Han Lin R. Hannan A. Owrangi Steve B. Jiang 22 119 0 31 May 2018
Learning Data Augmentation for Brain Tumor Segmentation with Coarse-to-Fine Generative Adversarial Networks Tony C. W. Mok Albert C. S. Chung GAN MedIm 14 89 0 29 May 2018
Three-Dimensional Radiotherapy Dose Prediction on Head and Neck Cancer Patients with a Hierarchically Densely Connected U-net Deep Learning Architecture D. Nguyen X. Jia David Sher Mu-Han Lin Zohaib Iqbal Hui Liu Steve B. Jiang AI4CE 33 270 0 25 May 2018
A Lifelong Learning Approach to Brain MR Segmentation Across Scanners and Protocols Neerav Karani K. Chaitanya Christian F. Baumgartner E. Konukoglu 24 119 0 25 May 2018
Autofocus Layer for Semantic Segmentation Yao Qin Konstantinos Kamnitsas Siddharth Ancha Jay Nanavati G. Cottrell A. Criminisi A. Nori SSeg MedIm 24 111 0 22 May 2018
Automatic segmentation of the spinal cord and intramedullary multiple sclerosis lesions with convolutional neural networks C. Gros B. Leener A. Badji J. Maranzano Dominique Eden ... J. Doyon T. Shepherd Erik Charlson S. Narayanan Julien Cohen-Adad 25 215 0 16 May 2018
Attaining human-level performance with atlas location autocontext for anatomical landmark detection in 3D CT data Alison Q. OÑeil Antanas Kascenas Josep Henry D. Wyeth M. Shepherd ... L. Clunie Carrie Sansom Evelina Seduikyte K. Muir Ian Poole 11 40 0 14 May 2018
A volumetric deep Convolutional Neural Network for simulation of mock dark matter halo catalogues P. Berger G. Stein 11 38 0 11 May 2018
Learning Short-Cut Connections for Object Counting Daniel Oñoro-Rubio Mathias Niepert Roberto J. López-Sastre 17 11 0 08 May 2018
Combo Loss: Handling Input and Output Imbalance in Multi-Organ Segmentation Saeid Asgari Taghanaki Yefeng Zheng S. Kevin Zhou Bogdan Georgescu Puneet Sharma Daguang Xu D. Comaniciu Ghassan Hamarneh 10 328 0 08 May 2018
Stack-U-Net: Refinement Network for Image Segmentation on the Example of Optic Disc and Cup Artem Sevastopolsky S. Drapak Konstantin Kiselev Blake M. Snyder J. Keenan Anastasia Georgievskaya 21 40 0 30 Apr 2018
Unsupervised Cross-Modality Domain Adaptation of ConvNets for Biomedical Image Segmentations with Adversarial Loss Qi Dou C. Ouyang Cheng Chen Hao Chen Pheng-Ann Heng MedIm 8 295 0 29 Apr 2018
Joint Shape Representation and Classification for Detecting PDAC Fengze Liu Lingxi Xie Yingda Xia Elliot K. Fishman Alan Yuille MedIm 16 18 0 27 Apr 2018
Crossbar-Net: A Novel Convolutional Network for Kidney Tumor Segmentation in CT Images Qian Yu Yinghuan Shi Jinquan Sun Yang Gao Yakang Dai Jianbing Zhu 11 98 0 27 Apr 2018
Interactive Medical Image Segmentation via Point-Based Interaction and Sequential Patch Learning Jinquan Sun Yinghuan Shi Yang Gao Lei Wang Luping Zhou Wanqi Yang D. Shen 19 8 0 27 Apr 2018
Stacked U-Nets: A No-Frills Approach to Natural Image Segmentation Sohil Shah P. Ghosh L. Davis Tom Goldstein SSeg 19 55 0 27 Apr 2018
Abdominal multi-organ segmentation with organ-attention networks and statistical fusion Yan Wang Yuyin Zhou Wei Shen Seyoun Park Elliot K. Fishman Alan Yuille 14 215 0 23 Apr 2018
Domain and Geometry Agnostic CNNs for Left Atrium Segmentation in 3D Ultrasound M. Degel Nassir Navab Shadi Albarqouni 14 40 0 20 Apr 2018
Select, Attend, and Transfer: Light, Learnable Skip Connections Saeid Asgari Taghanaki A. Bentaieb Anmol Sharma S. Kevin Zhou Yefeng Zheng ... Puneet Sharma Sasa Grbic Zhoubing Xu D. Comaniciu Ghassan Hamarneh 28 20 0 14 Apr 2018
Iterative fully convolutional neural networks for automatic vertebra segmentation and identification Nikolas Lessmann Bram van Ginneken P. A. Jong Ivana Išgum 6 212 0 12 Apr 2018
Attention U-Net: Learning Where to Look for the Pancreas Ozan Oktay Jo Schlemper Loic Le Folgoc M. J. Lee M. Heinrich ... Steven G. McDonagh Nils Y. Hammerla Bernhard Kainz Ben Glocker Daniel Rueckert SSeg 16 4,936 0 11 Apr 2018
Bridging the Gap Between 2D and 3D Organ Segmentation with Volumetric Fusion Net Yingda Xia Lingxi Xie Fengze Liu Zhuotun Zhu Elliot K. Fishman Alan Yuille 3DPC MedIm 19 37 0 02 Apr 2018
Hierarchical Transfer Convolutional Neural Networks for Image Classification Xishuang Dong Hsiang-Huang Wu Yuzhong Yan Lijun Qian 25 5 0 30 Mar 2018
Pancreas Segmentation in CT and MRI Images via Domain Specific Network Designing and Recurrent Neural Contextual Learning Jinzheng Cai Le Lu Fuyong Xing L. Yang MedIm 23 36 0 30 Mar 2018