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 / 2,398 papers shown

Title
Unsupervised domain adaptation for medical imaging segmentation with self-ensembling C. Perone P. Ballester Rodrigo C. Barros Julien Cohen-Adad OOD 33 207 0 14 Nov 2018
Scene Text Detection and Recognition: The Deep Learning Era Shangbang Long Xin He Cong Yao VLM 39 388 0 10 Nov 2018
Active Learning using Deep Bayesian Networks for Surgical Workflow Analysis S. Bodenstedt Dominik Rivoir L. Mündermann M. Wagner Michael Breucha Beat Müller-Stich S. T. Mees Jürgen Weitz Stefanie Speidel 20 45 0 08 Nov 2018
Multi-branch Convolutional Neural Network for Multiple Sclerosis Lesion Segmentation S. Aslani Michael Dayan Stéphane Doncieux Massimo Filippi Vittorio Murino Maria A Rocca Diego Sona 6 139 0 07 Nov 2018
Deep BV: A Fully Automated System for Brain Ventricle Localization and Segmentation in 3D Ultrasound Images of Embryonic Mice Andrew Straiton Hard Jack Langerman Rajiv Mathews F. Beaufays S. Augenstein D. Turnbull J. Ketterling Yao Wang 26 8 0 05 Nov 2018
RA-UNet: A hybrid deep attention-aware network to extract liver and tumor in CT scans Qiangguo Jin Zhao-Peng Meng Changming Sun Leyi Wei R. Su MedIm 27 354 0 04 Nov 2018
Ischemic Stroke Lesion Segmentation in CT Perfusion Scans using Pyramid Pooling and Focal Loss S. M. Abulnaga Jonathan Rubin 26 50 0 02 Nov 2018
SDCNet: Video Prediction Using Spatially-Displaced Convolution F. Reda Guilin Liu Kevin J. Shih Robert M. Kirby Jon Barker D. Tarjan Andrew Tao Bryan Catanzaro 15 149 0 02 Nov 2018
Forest Tree Detection and Segmentation using High Resolution Airborne LiDAR Lloyd Windrim M. Bryson 3DPC 14 24 0 30 Oct 2018
Deep learning long-range information in undirected graphs with wave networks Matthew K. Matlock Arghya Datta N. Dang Kevin Jiang S. Joshua Swamidass GNN 36 15 0 29 Oct 2018
3D MRI brain tumor segmentation using autoencoder regularization Andriy Myronenko 27 1,026 0 27 Oct 2018
A Volumetric Convolutional Neural Network for Brain Tumor Segmentation Ryan Sherman 21 4 0 27 Oct 2018
Dental pathology detection in 3D cone-beam CT A. Zakirov M. Ezhov Maxim Gusarev Vladimir Alexandrovsky E. Shumilov MedIm 9 9 0 24 Oct 2018
Coarse-to-fine volumetric segmentation of teeth in Cone-Beam CT M. Ezhov A. Zakirov Maxim Gusarev 27 25 0 24 Oct 2018
End-to-End Diagnosis and Segmentation Learning from Cardiac Magnetic Resonance Imaging G. Snaauw Dong Gong Gabriel Maicas Anton Van Den Hengel W. Niessen Johan W. Verjans G. Carneiro 12 24 0 23 Oct 2018
Hierarchical multi-class segmentation of glioma images using networks with multi-level activation function Xiaobin Hu Hongwei Bran Li Yu Zhao Chao Dong Bjoern H. Menze Marie Piraud 31 19 0 22 Oct 2018
NimbRo-OP2X: Adult-sized Open-source 3D Printed Humanoid Robot Grzegorz Ficht Hafez Farazi André Brandenburger Diego Rodriguez D. Pavlichenko Philipp Allgeuer M. Hosseini Sven Behnke 11 37 0 19 Oct 2018
Automatic Brain Tumor Segmentation using Convolutional Neural Networks with Test-Time Augmentation Guotai Wang Wenqi Li Sebastien Ourselin Tom Kamiel Magda Vercauteren 16 151 0 18 Oct 2018
A Novel Focal Tversky loss function with improved Attention U-Net for lesion segmentation Nabila Abraham N. Khan SSeg MedIm 24 693 0 18 Oct 2018
Bottleneck Supervised U-Net for Pixel-wise Liver and Tumor Segmentation Song Li Geoffrey Tso SSeg 14 17 0 16 Oct 2018
A Gentle Introduction to Deep Learning in Medical Image Processing Andreas Maier Christopher Syben Tobias Lasser Christian Riess PINN 11 427 0 12 Oct 2018
InfiNet: Fully Convolutional Networks for Infant Brain MRI Segmentation Shubham Kumar Sailesh Conjeti Abhijit Guha Roy Christian Wachinger Nassir Navab 14 15 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 16 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 13 40 0 09 Oct 2018
Co-Learning Feature Fusion Maps from PET-CT Images of Lung Cancer Ashnil Kumar M. Fulham D. Feng Jinman Kim MedIm 27 165 0 05 Oct 2018
Semantic Segmentation for Urban Planning Maps based on U-Net Zhiling Guo Hiroaki Shengoku Guangming Wu Qi Chen W. Yuan Xiaodan Shi Xiaowei Shao Yongwei Xu Ryosuke Shibasaki 18 32 0 28 Sep 2018
nnU-Net: Self-adapting Framework for U-Net-Based Medical Image Segmentation Fabian Isensee Jens Petersen André Klein David Zimmerer Paul F. Jaeger ... Jakob Wasserthal Gregor Koehler T. Norajitra Sebastian J. Wirkert Klaus H. Maier-Hein SSeg 35 773 0 27 Sep 2018
No New-Net Fabian Isensee Philipp Kickingereder Wolfgang Wick Martin Bendszus Klaus H. Maier-Hein SSeg 37 395 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 24 6 0 21 Sep 2018
Generative Adversarial Network in Medical Imaging: A Review Xin Yi Ekta Walia P. Babyn GAN MedIm 31 1,370 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 23 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 18 408 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 16 22 0 07 Sep 2018
3D Segmentation with Exponential Logarithmic Loss for Highly Unbalanced Object Sizes Ken C. L. Wong Mehdi Moradi Hui Tang T. Syeda-Mahmood 3DV SSeg 19 190 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 13 70 0 25 Aug 2018
Recalibrating Fully Convolutional Networks with Spatial and Channel 'Squeeze & Excitation' Blocks Abhijit Guha Roy Nassir Navab Christian Wachinger SSeg 26 377 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 15 1,447 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 22 182 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 19 56 0 16 Aug 2018
Building medical image classifiers with very limited data using segmentation networks Ken C. L. Wong T. Syeda-Mahmood Mehdi Moradi 17 65 0 15 Aug 2018
Automatic Airway Segmentation in chest CT using Convolutional Neural Networks Antonio Garcia-Uceda Juarez H. Tiddens M. de Bruijne 19 61 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 12 55 0 11 Aug 2018
V-FCNN: Volumetric Fully Convolution Neural Network For Automatic Atrial Segmentation N. Savioli Giovanni Montana P. Lamata 8 15 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 16 49 0 05 Aug 2018
3D Depthwise Convolution: Reducing Model Parameters in 3D Vision Tasks Rongtian Ye Fangyu Liu Liqiang Zhang MDE 16 46 0 05 Aug 2018
Troy: Give Attention to Saliency and for Saliency Pingping Zhang Huchuan Lu Chunhua Shen 16 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 24 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 16 534 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 8 45 0 26 Jul 2018
Learning to predict crisp boundaries Ruoxi Deng Chunhua Shen S. Liu Huibing Wang Xinru Liu 12 237 0 26 Jul 2018