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
CFCM: Segmentation via Coarse to Fine Context Memory Fausto Milletari Nicola Rieke Maximilian Baust M. Esposito Nassir Navab 82 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 58 121 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 88 90 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 77 278 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 95 120 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 126 112 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 68 221 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 48 40 0 14 May 2018
A volumetric deep Convolutional Neural Network for simulation of mock dark matter halo catalogues P. Berger G. Stein 75 38 0 11 May 2018
Learning Short-Cut Connections for Object Counting Daniel Oñoro-Rubio Mathias Niepert Roberto J. López-Sastre 74 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 101 340 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 41 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 86 298 0 29 Apr 2018
Joint Shape Representation and Classification for Detecting PDAC Fengze Liu Lingxi Xie Yingda Xia Elliot K. Fishman Alan Yuille MedIm 36 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 70 100 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 43 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 88 56 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 62 219 0 23 Apr 2018
Domain and Geometry Agnostic CNNs for Left Atrium Segmentation in 3D Ultrasound M. Degel Nassir Navab Shadi Albarqouni 63 41 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 72 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 65 217 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 172 5,106 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 99 37 0 02 Apr 2018
Hierarchical Transfer Convolutional Neural Networks for Image Classification Xishuang Dong Hsiang-Huang Wu Yuzhong Yan Lijun Qian 46 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 52 38 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 95 165 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 59 218 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 88 116 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 56 111 0 22 Mar 2018
Weakly Supervised Medical Diagnosis and Localization from Multiple Resolutions L. Yao Jordan Prosky Eric Poblenz Ben Covington Kevin Lyman 60 123 0 21 Mar 2018
TOMAAT: volumetric medical image analysis as a cloud service Fausto Milletari Johann Frei Seyed-Ahmad Ahmadi 15 5 0 19 Mar 2018
Semantic Segmentation of Pathological Lung Tissue with Dilated Fully Convolutional Networks M. Anthimopoulos Stergios Christodoulidis L. Ebner Thomas Geiser Andreas Christe Stavroula Mougiakakou 58 115 0 16 Mar 2018
Deep Adaptive Attention for Joint Facial Action Unit Detection and Face Alignment Zhiwen Shao Zhilei Liu Jianfei Cai Lizhuang Ma CVBM 113 175 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 59 275 0 14 Mar 2018
A Deep Learning Approach for Pose Estimation from Volumetric OCT Data N. Gessert M. Schlüter Alexander Schlaefer 44 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 29 1 0 09 Mar 2018
Concurrent Spatial and Channel Squeeze & Excitation in Fully Convolutional Networks Abhijit Guha Roy Nassir Navab Christian Wachinger 95 812 0 07 Mar 2018
Brain Tumor Segmentation and Radiomics Survival Prediction: Contribution to the BRATS 2017 Challenge Fabian Isensee Philipp Kickingereder Wolfgang Wick Martin Bendszus Klaus H. Maier-Hein 143 497 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 94 319 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 41 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 133 1,018 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 85 195 0 14 Feb 2018
Joint Learning for Pulmonary Nodule Segmentation, Attributes and Malignancy Prediction Botong Wu Zhen Zhou Jianwei Wang Yizhou Wang 55 120 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 59 441 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 66 15 0 31 Jan 2018
E2E-MLT - an Unconstrained End-to-End Method for Multi-Language Scene Text M. Busta Yash J. Patel Jirí Matas 68 92 0 30 Jan 2018
TernaryNet: Faster Deep Model Inference without GPUs for Medical 3D Segmentation using Sparse and Binary Convolutions M. Heinrich Maximilian Blendowski Ozan Oktay MedIm 60 41 0 29 Jan 2018
Three Dimensional Fluorescence Microscopy Image Synthesis and Segmentation Chichen Fu Soonam Lee D. J. Ho Shuo Han P. Salama K. Dunn Edward J. Delp 3DV MedIm 63 64 0 22 Jan 2018
A Foreground Inference Network for Video Surveillance Using Multi-View Receptive Field Thangarajah Akilan 33 3 0 19 Jan 2018
Quantitative analysis of patch-based fully convolutional neural networks for tissue segmentation on brain magnetic resonance imaging J. Bernal Kaisar Kushibar Mariano Cabezas Sergi Valverde A. Oliver Xavier Llado 3DV 46 38 0 19 Jan 2018