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 / 2,578 papers shown

Title
A Gentle Introduction to Deep Learning in Medical Image Processing Andreas Maier Christopher Syben Tobias Lasser Christian Riess PINN 126 444 0 12 Oct 2018
InfiNet: Fully Convolutional Networks for Infant Brain MRI Segmentation Shubham Kumar Sailesh Conjeti Abhijit Guha Roy Christian Wachinger Nassir Navab 89 19 0 11 Oct 2018
Comparison of U-net-based Convolutional Neural Networks for Liver Segmentation in CT H. Meine G. Chlebus Mohsen Ghafoorian I. Endo A. Schenk SSeg MedIm 95 12 0 09 Oct 2018
Automatic Segmentation of Thoracic Aorta Segments in Low-Dose Chest CT Julia M. H. Noothout B. D. de Vos J. Wolterink Ivana Isgum 85 42 0 09 Oct 2018
Co-Learning Feature Fusion Maps from PET-CT Images of Lung Cancer Ashnil Kumar M. Fulham Dagan Feng Jinman Kim MedIm 115 187 0 05 Oct 2018
Semantic Segmentation for Urban Planning Maps based on U-NetIEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2018 Zhiling Guo Hiroaki Shengoku Guangming Wu Qi Chen W. Yuan Xiaodan Shi Xiaowei Shao Yongwei Xu Ryosuke Shibasaki 100 38 0 28 Sep 2018
nnU-Net: Self-adapting Framework for U-Net-Based Medical Image SegmentationBildverarbeitung für die Medizin (BVM), 2018 Hyunjin Park Jens Petersen André Klein David Zimmerer Paul F. Jaeger ... Jakob Wasserthal Gregor Koehler T. Norajitra Sebastian J. Wirkert Klaus H. Maier-Hein SSeg 319 948 0 27 Sep 2018
No New-Net Hyunjin Park Philipp Kickingereder Wolfgang Wick Martin Bendszus Klaus H. Maier-Hein SSeg 248 423 0 27 Sep 2018
Exclusive Independent Probability Estimation using Deep 3D Fully Convolutional DenseNets: Application to IsoIntense Infant Brain MRI Segmentation Seyed Raein Hashemi S. Prabhu Simon K. Warfield Ali Gholipour 3DV 124 6 0 21 Sep 2018
Generative Adversarial Network in Medical Imaging: A Review Xin Yi Ekta Walia P. Babyn GAN MedIm 399 1,515 0 19 Sep 2018
3D segmentation of mandible from multisectional CT scans by convolutional neural networks Bingjiang Qiu Jiapan Guo J. Kraeima R. Borra M. Witjes P. V. van Ooijen 59 9 0 18 Sep 2018
GANs for Medical Image Analysis Salome Kazeminia Christoph Baur Arjan Kuijper Bram van Ginneken Nassir Navab Shadi Albarqouni Anirban Mukhopadhyay MedIm AI4CE 241 457 0 13 Sep 2018
Computation of Total Kidney Volume from CT images in Autosomal Dominant Polycystic Kidney Disease using Multi-Task 3D Convolutional Neural Networks Deepak Keshwani Yoshiro Kitamura Yuanzhong Li MedIm 87 26 0 07 Sep 2018
3D Segmentation with Exponential Logarithmic Loss for Highly Unbalanced Object Sizes Ken C. L. Wong Mehdi Moradi Hui Tang Tanveer Syeda-Mahmood 3DV SSeg 275 203 0 31 Aug 2018
Organ at Risk Segmentation in Head and Neck CT Images by Using a Two-Stage Segmentation Framework Based on 3D U-Net Yueyue Wang Liang Zhao Zhijian Song Manning Wang 139 75 0 25 Aug 2018
Recalibrating Fully Convolutional Networks with Spatial and Channel 'Squeeze & Excitation' Blocks Abhijit Guha Roy Nassir Navab Christian Wachinger SSeg 192 420 0 23 Aug 2018
Attention Gated Networks: Learning to Leverage Salient Regions in Medical Images Jo Schlemper Ozan Oktay M. Schaap M. Heinrich Bernhard Kainz Ben Glocker Daniel Rueckert MedIm 236 1,616 0 22 Aug 2018
Fully-Convolutional Point Networks for Large-Scale Point Clouds Dario Rethage Johanna Wald Jürgen Sturm Nassir Navab Federico Tombari 3DV 3DPC 134 189 0 21 Aug 2018
Deeper Image Quality Transfer: Training Low-Memory Neural Networks for 3D Images Stefano B. Blumberg Ryutaro Tanno Iasonas Kokkinos Daniel C. Alexander MedIm 115 57 0 16 Aug 2018
Building medical image classifiers with very limited data using segmentation networks Ken C. L. Wong Tanveer Syeda-Mahmood Mehdi Moradi 154 69 0 15 Aug 2018
Automatic Airway Segmentation in chest CT using Convolutional Neural Networks Antonio Garcia-Uceda Juarez H. Tiddens M. de Bruijne 86 69 0 14 Aug 2018
Fully-Automated Analysis of Body Composition from CT in Cancer Patients Using Convolutional Neural Networks Christopher P. Bridge M. Rosenthal Bradley Wright Gopal Kotecha F. Fintelmann ... Caitlin Zellers Neil A. Tenenholtz Mark H. Michalski B. Wolpin Katherine P. Andriole 64 61 0 11 Aug 2018
V-FCNN: Volumetric Fully Convolution Neural Network For Automatic Atrial Segmentation N. Savioli Giovanni Montana P. Lamata 120 16 0 06 Aug 2018
Dilated Convolutions in Neural Networks for Left Atrial Segmentation in 3D Gadolinium Enhanced-MRI Sulaiman Vesal Nishant Ravikumar Andreas Maier MedIm 122 52 0 05 Aug 2018
3D Depthwise Convolution: Reducing Model Parameters in 3D Vision Tasks Rongtian Ye Fangyu Liu Liqiang Zhang MDE 77 51 0 05 Aug 2018
Troy: Give Attention to Saliency and for Saliency Silong Yong Huchuan Lu Chunhua Shen 118 4 0 04 Aug 2018
Deeply Self-Supervised Contour Embedded Neural Network Applied to Liver Segmentation Minyoung Chung Jingyu Lee Minkyung Lee Jeongjin Lee Y. Shin MedIm 256 27 0 02 Aug 2018
Medical Image Synthesis for Data Augmentation and Anonymization using Generative Adversarial Networks Hoo-Chang Shin Neil A. Tenenholtz Jameson K. Rogers C. Schwarz M. Senjem J. Gunter Katherine P. Andriole Mark H. Michalski MedIm 248 610 0 26 Jul 2018
DeepSPINE: Automated Lumbar Vertebral Segmentation, Disc-level Designation, and Spinal Stenosis Grading Using Deep Learning Jen-Tang Lu S. Pedemonte B. Bizzo S. Doyle Katherine P. Andriole Mark H. Michalski R. González S. Pomerantz 107 47 0 26 Jul 2018
Learning to predict crisp boundaries Ruoxi Deng Chunhua Shen S. Liu Huibing Wang Xinru Liu 149 277 0 26 Jul 2018
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 110 23 0 26 Jul 2018
Ensemble of Multi-sized FCNs to Improve White Matter Lesion Segmentation Zhewei Wang Charles D. Smith Jundong Liu 118 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 106 20 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 79 27 0 19 Jul 2018
EchoFusion: Tracking and Reconstruction of Objects in 4D Freehand Ultrasound Imaging without External Trackers Bishesh Khanal Alberto Gómez N. Toussaint Jingyu Sun V. Zimmer ... C. Gupta Benjamin Hou Daniel Rueckert Julia A. Schnabel Bernhard Kainz 53 5 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 Vercauteren UQCV MedIm OOD 270 653 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 Dagan Feng M. Fulham Yong-quan Xia Weidong (Tom) Cai 3DPC MedIm 107 10 0 18 Jul 2018
PIMMS: Permutation Invariant Multi-Modal Segmentation Thomas Varsavsky Zach Eaton-Rosen Carole H. Sudre P. Nachev M. Jorge Cardoso 115 24 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 Menze 76 9 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 83 37 0 12 Jul 2018
Accurate Scene Text Detection through Border Semantics Awareness and Bootstrapping Chuhui Xue Shijian Lu Fangneng Zhan 307 127 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 Vercauteren 199 413 0 09 Jul 2018
Multi-Scale Coarse-to-Fine Segmentation for Screening Pancreatic Ductal AdenocarcinomaInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2018 Zhuotun Zhu Yingda Xia Lingxi Xie Elliot K. Fishman Alan Yuille MedIm 192 105 0 09 Jul 2018
3D RoI-aware U-Net for Accurate and Efficient Colorectal Tumor SegmentationIEEE Transactions on Cybernetics (IEEE Trans. Cybern.), 2018 Yijie Huang Qi Dou Zixian Wang Li-Zhi Liu Ying Jin Chaozhuo Li Lisheng Wang Hao Chen R. Xu 118 63 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 150 48 0 26 Jun 2018
Automatic segmentation of prostate zones Germonda Mooij Ines Bagulho Henkjan Huisman MedIm 72 16 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 133 61 0 18 Jun 2018
Imperfect Segmentation Labels: How Much Do They Matter? N. Heller Joshua Dean Nikolaos Papanikolopoulos 254 39 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 83 27 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 128 39 0 10 Jun 2018