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"

23 / 2,423 papers shown

Title
Superhuman Accuracy on the SNEMI3D Connectomics Challenge Kisuk Lee J. Zung Peter H. Li Viren Jain H. S. Seung 3DV 72 269 0 31 May 2017
Extracting 3D Vascular Structures from Microscopy Images using Convolutional Recurrent Networks Russell Bates B. Irving B. Markelc Jakob Kaeppler R. Muschel Vicente Grau Julia A. Schnabel MedIm 79 20 0 26 May 2017
Deep Learning for Lung Cancer Detection: Tackling the Kaggle Data Science Bowl 2017 Challenge Kingsley Kuan Mathieu Ravaut Gaurav Manek Huiling Chen Jie Lin Babar Nazir Cen Chen T. C. Howe Zengfeng Zeng V. Chandrasekhar MedIm 130 88 0 26 May 2017
Automatic Vertebra Labeling in Large-Scale 3D CT using Deep Image-to-Image Network with Message Passing and Sparsity Regularization Dong Yang T. Xiong Daguang Xu Qiangui Huang David Liu ... Mingqing Chen T. Tran S. Chin Dimitris N. Metaxas Dorin Comaniciu 58 106 0 17 May 2017
Automatic Brain Tumor Detection and Segmentation Using U-Net Based Fully Convolutional Networks Hao Dong Guang Yang Fangde Liu Yuanhan Mo Yike Guo 77 727 0 10 May 2017
Error Corrective Boosting for Learning Fully Convolutional Networks with Limited Data Abhijit Guha Roy Sailesh Conjeti Debdoot Sheet A. Katouzian Nassir Navab Christian Wachinger 95 97 0 02 May 2017
Automatic Liver Lesion Segmentation Using A Deep Convolutional Neural Network Method Xiao Han MedIm 110 159 0 24 Apr 2017
Hierarchical 3D fully convolutional networks for multi-organ segmentation H. Roth H. Oda Y. Hayashi M. Oda N. Shimizu M. Fujiwara K. Misawa K. Mori 66 124 0 21 Apr 2017
Segmentation of the Proximal Femur from MR Images using Deep Convolutional Neural Networks Cem M. Deniz Siyuan Xiang S. Hallyburton A. Welbeck James S. Babb S. Honig Kyunghyun Cho G. Chang 84 149 0 20 Apr 2017
ReLayNet: Retinal Layer and Fluid Segmentation of Macular Optical Coherence Tomography using Fully Convolutional Network Abhijit Guha Roy Sailesh Conjeti S. Karri Debdoot Sheet A. Katouzian Christian Wachinger Nassir Navab MedIm 94 533 0 07 Apr 2017
Semi-Supervised Deep Learning for Fully Convolutional Networks Christoph Baur Shadi Albarqouni Nassir Navab SSL 96 124 0 17 Mar 2017
Fully Convolutional Neural Networks to Detect Clinical Dermoscopic Features J. Kawahara Ghassan Hamarneh MedIm 52 60 0 14 Mar 2017
Globally Optimal Gradient Descent for a ConvNet with Gaussian Inputs Alon Brutzkus Amir Globerson MLT 182 313 0 26 Feb 2017
Automatic Liver and Tumor Segmentation of CT and MRI Volumes using Cascaded Fully Convolutional Neural Networks P. Christ Florian Ettlinger Felix Grün M. Elshaer Jana Lipkova ... Julian Holch Wieland Sommer R. Braren V. Heinemann Bjoern Menze MedIm 75 331 0 20 Feb 2017
A Survey on Deep Learning in Medical Image Analysis G. Litjens Thijs Kooi B. Bejnordi A. Setio F. Ciompi Mohsen Ghafoorian Jeroen van der Laak Bram van Ginneken C. I. Sánchez OOD 747 10,867 0 19 Feb 2017
Learning Normalized Inputs for Iterative Estimation in Medical Image Segmentation M. Drozdzal Gabriel Chartrand Eugene Vorontsov Lisa Di-Jorio A. Tang Adriana Romero Yoshua Bengio C. Pal Samuel Kadoury MedIm 63 219 0 16 Feb 2017
Spatial Aggregation of Holistically-Nested Convolutional Neural Networks for Automated Pancreas Localization and Segmentation H. Roth Le Lu Nathan S. Lay Adam P. Harrison A. Farag Andrew Sohn Ronald M. Summers 90 286 0 31 Jan 2017
CNN-based Segmentation of Medical Imaging Data Baris Kayalibay Grady Jensen Patrick van der Smagt SSeg 233 416 0 11 Jan 2017
A Fixed-Point Model for Pancreas Segmentation in Abdominal CT Scans Yuyin Zhou Lingxi Xie Wei Shen Yan Wang Elliot K. Fishman Alan Yuille MedIm 109 36 0 25 Dec 2016
3D Fully Convolutional Network for Vehicle Detection in Point Cloud Bo Li 3DPC 109 463 0 24 Nov 2016
OctNet: Learning Deep 3D Representations at High Resolutions Gernot Riegler Ali O. Ulusoy Andreas Geiger 3DV 3DPC 267 1,482 0 15 Nov 2016
The Importance of Skip Connections in Biomedical Image Segmentation M. Drozdzal Eugene Vorontsov Gabriel Chartrand Samuel Kadoury C. Pal MedIm 92 1,048 0 14 Aug 2016
Hough-CNN: Deep Learning for Segmentation of Deep Brain Regions in MRI and Ultrasound Fausto Milletari Seyed-Ahmad Ahmadi Christine Kroll A. Plate Verena E. Rozanski ... J. Levin O. Dietrich B. Ertl-Wagner K. Boetzel Nassir Navab 248 365 0 26 Jan 2016