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
Autoencoders for Multi-Label Prostate MR Segmentation Ard de Gelder Henkjan Huisman 65 6 0 09 Jun 2018
Contextual Hourglass Networks for Segmentation and Density Estimation Daniel Oñoro-Rubio Mathias Niepert 51 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 195 681 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 211 161 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 141 84 0 06 Jun 2018
CFCM: Segmentation via Coarse to Fine Context Memory Fausto Milletari Nicola Rieke Maximilian Baust M. Esposito Nassir Navab 110 50 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 113 126 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 157 94 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 94 298 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 159 129 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 198 120 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 212 246 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 123 44 0 14 May 2018
A volumetric deep Convolutional Neural Network for simulation of mock dark matter halo catalogues P. Berger G. Stein 148 41 0 11 May 2018
Learning Short-Cut Connections for Object Counting Daniel Oñoro-Rubio Mathias Niepert Roberto J. López-Sastre 149 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 Dorin Comaniciu Ghassan Hamarneh 168 378 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 84 41 0 30 Apr 2018
Unsupervised Cross-Modality Domain Adaptation of ConvNets for Biomedical Image Segmentations with Adversarial Loss Qi Dou Cheng Ouyang Cheng Chen Hao Chen Pheng-Ann Heng MedIm 161 305 0 29 Apr 2018
Joint Shape Representation and Classification for Detecting PDAC Fengze Liu Lingxi Xie Yingda Xia Elliot K. Fishman Alan Yuille MedIm 136 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 273 112 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 Dinggang Shen 101 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 144 58 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 125 230 0 23 Apr 2018
Domain and Geometry Agnostic CNNs for Left Atrium Segmentation in 3D UltrasoundInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2018 M. Degel Nassir Navab Shadi Albarqouni 95 42 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 Dorin Comaniciu Ghassan Hamarneh 195 22 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 152 236 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 ... Jingyu Sun Nils Y. Hammerla Bernhard Kainz Ben Glocker Daniel Rueckert SSeg 564 6,245 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 164 37 0 02 Apr 2018
Hierarchical Transfer Convolutional Neural Networks for Image Classification Xishuang Dong Hsiang-Huang Wu Yuzhong Yan Lijun Qian 109 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 Ling Yang MedIm 124 40 0 30 Mar 2018
Asymmetric Loss Functions and Deep Densely Connected Networks for Highly Imbalanced Medical Image Segmentation: Application to Multiple Sclerosis Lesion Detection Seyed Raein Hashemi Seyed Sadegh Mohseni Salehi Deniz Erdogmus S. Prabhu Simon K. Warfield Ali Gholipour MedIm 177 180 0 28 Mar 2018
DeepVesselNet: Vessel Segmentation, Centerline Prediction, and Bifurcation Detection in 3-D Angiographic Volumes Giles Tetteh Velizar Efremov Nils D. Forkert Matthias Schneider Jan Kirschke B. Weber C. Zimmer Marie Piraud Bjoern Menze MedIm 3DPC 134 242 0 25 Mar 2018
Deep learning and its application to medical image segmentation H. Roth Chen Shen H. Oda M. Oda Y. Hayashi K. Misawa K. Mori MedIm SSeg 142 129 0 23 Mar 2018
DeepDRR -- A Catalyst for Machine Learning in Fluoroscopy-guided Procedures Mathias Unberath Jan-Nico Zaech Sing Chun Lee Bastian Bier J. Fotouhi Mehran Armand Nassir Navab MedIm OOD 146 135 0 22 Mar 2018
Weakly Supervised Medical Diagnosis and Localization from Multiple Resolutions Weitong Chen Jordan Prosky Eric Poblenz Ben Covington Kevin Lyman 128 128 0 21 Mar 2018
TOMAAT: volumetric medical image analysis as a cloud service Fausto Milletari Johann Frei Seyed-Ahmad Ahmadi 80 5 0 19 Mar 2018
Semantic Segmentation of Pathological Lung Tissue with Dilated Fully Convolutional NetworksIEEE journal of biomedical and health informatics (IEEE JBHI), 2018 M. Anthimopoulos Stergios Christodoulidis L. Ebner Thomas Geiser Andreas Christe Stavroula Mougiakakou 104 118 0 16 Mar 2018
Deep Adaptive Attention for Joint Facial Action Unit Detection and Face AlignmentEuropean Conference on Computer Vision (ECCV), 2018 Zhiwen Shao Zhilei Liu Jianfei Cai Lizhuang Ma CVBM 199 187 0 15 Mar 2018
An application of cascaded 3D fully convolutional networks for medical image segmentation H. Roth H. Oda Xiangrong Zhou N. Shimizu Ying Yang Y. Hayashi M. Oda M. Fujiwara K. Misawa K. Mori 141 284 0 14 Mar 2018
A Deep Learning Approach for Pose Estimation from Volumetric OCT Data N. Gessert M. Schlüter Alexander Schlaefer 95 30 0 10 Mar 2018
Fusing Hierarchical Convolutional Features for Human Body Segmentation and Clothing Fashion Classification Zheng Zhang Chengfang Song Qin Zou 3DH AI4CE 75 1 0 09 Mar 2018
Concurrent Spatial and Channel Squeeze & Excitation in Fully Convolutional Networks Abhijit Guha Roy Nassir Navab Christian Wachinger 149 927 0 07 Mar 2018
Brain Tumor Segmentation and Radiomics Survival Prediction: Contribution to the BRATS 2017 Challenge Hyunjin Park Philipp Kickingereder Wolfgang Wick Martin Bendszus Klaus H. Maier-Hein 189 524 0 28 Feb 2018
Multi-Oriented Scene Text Detection via Corner Localization and Region Segmentation Pengyuan Lyu Cong Yao Wenhao Wu Shuicheng Yan X. Bai 184 337 0 25 Feb 2018
Generating retinal flow maps from structural optical coherence tomography with artificial intelligence Cecilia S. Lee Ariel J. Tyring Yue Wu Sa Xiao Ariel S. Rokem Nicolaas P. Deruyter Qinqin Zhang A. Tufail Ruikang K. Wang Aaron Y. Lee MedIm 98 1 0 24 Feb 2018
Recurrent Residual Convolutional Neural Network based on U-Net (R2U-Net) for Medical Image Segmentation Md. Zahangir Alom Mahmudul Hasan C. Yakopcic T. Taha V. Asari SSeg 341 1,147 0 20 Feb 2018
Fully Convolutional Network Ensembles for White Matter Hyperintensities Segmentation in MR Images Hongwei Bran Li Gongfa Jiang Jianguo Zhang Ruixuan Wang Zhaolei Wang Weishi Zheng Bjoern Menze 232 205 0 14 Feb 2018
Joint Learning for Pulmonary Nodule Segmentation, Attributes and Malignancy Prediction Botong Wu Zhen Zhou Jianwei Wang Yizhou Wang 103 125 0 10 Feb 2018
Deep learning in radiology: an overview of the concepts and a survey of the state of the art Maciej A. Mazurowski Mateusz Buda Ashirbani Saha Mustafa R. Bashir MedIm AI4CE 123 484 0 10 Feb 2018
Densely Dilated Spatial Pooling Convolutional Network using benign loss functions for imbalanced volumetric prostate segmentation Qiuhua Liu Minghao Fu Xinqi Gong Hao Jiang MedIm 84 15 0 31 Jan 2018