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 / 2,425 papers shown

Title
Topology-preserving augmentation for CNN-based segmentation of congenital heart defects from 3D paediatric CMR Nicholas Byrne J. Clough I. Valverde Giovanni Montana A. King 28 2 0 23 Aug 2019
Feature Learning to Automatically Assess Radiographic Knee Osteoarthritis Severity Joseph Antony Kevin McGuinness Kieran Moran Noel E. O'Connor 29 7 0 23 Aug 2019
Optimal input configuration of dynamic contrast enhanced MRI in convolutional neural networks for liver segmentation M. J. Jansen Hugo J. Kuijf J. Pluim 38 3 0 22 Aug 2019
End-to-End Boundary Aware Networks for Medical Image Segmentation Ali Hatamizadeh Demetri Terzopoulos Andriy Myronenko 34 5 0 21 Aug 2019
Automated Multi-sequence Cardiac MRI Segmentation Using Supervised Domain Adaptation Sulaiman Vesal Nishant Ravikumar Andreas Maier 65 20 0 21 Aug 2019
FusionNet: Incorporating Shape and Texture for Abnormality Detection in 3D Abdominal CT Scans Fengze Liu Yuyin Zhou Elliot K. Fishman Alan Yuille MedIm 58 0 0 21 Aug 2019
Multi-Domain Adaptation in Brain MRI through Paired Consistency and Adversarial Learning Mauricio Orbes-Arteaga Thomas Varsavsky Carole H. Sudre Zach Eaton-Rosen Lewis J. Haddow ... A. Pai Sébastien Ourselin Marc Modat P. Nachev M. Jorge Cardoso OOD 75 40 0 16 Aug 2019
Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation Network Wenhai Wang Enze Xie Xiaoge Song Yuhang Zang Wenjia Wang Tong Lu Gang Yu Chunhua Shen 82 420 0 16 Aug 2019
Discretely-constrained deep network for weakly supervised segmentation Jizong Peng H. Kervadec Jose Dolz Ismail Ben Ayed M. Pedersoli Christian Desrosiers 67 32 0 15 Aug 2019
A Single-Shot Arbitrarily-Shaped Text Detector based on Context Attended Multi-Task Learning Pengfei Wang Chengquan Zhang Fei Qi Zuming Huang Mengyi En Junyu Han Jingtuo Liu Errui Ding Guangming Shi 103 61 0 15 Aug 2019
Bayesian Generative Models for Knowledge Transfer in MRI Semantic Segmentation Problems Anna Kuzina Evgenii Egorov Evgeny Burnaev MedIm 129 19 0 15 Aug 2019
Multimodal Volume-Aware Detection and Segmentation for Brain Metastases Radiosurgery Szu-Yeu Hu W. Weng Shao-Lun Lu Yueh-Hung Cheng Furen Xiao F. Hsu Jen-Tang Lu 60 20 0 15 Aug 2019
D-UNet: a dimension-fusion U shape network for chronic stroke lesion segmentation Yongjin Zhou Weijian Huang Pei Dong Yong-quan Xia Shanshan Wang MedIm 66 168 0 14 Aug 2019
Incorporating Task-Specific Structural Knowledge into CNNs for Brain Midline Shift Detection Maxim Pisov M. Goncharov N. Kurochkina S. Morozov V. Gombolevskiy ... Ksenia Zamyatina A. Chesnokova I. Pronin M. Shifrin Mikhail Belyaev 39 22 0 13 Aug 2019
Collaborative Multi-agent Learning for MR Knee Articular Cartilage Segmentation Chaowei Tan Zhennan Yan Shaoting Zhang Kang Li Dimitris N. Metaxas GAN MedIm 51 16 0 13 Aug 2019
Few Labeled Atlases are Necessary for Deep-Learning-Based Segmentation H. Lee M. Sabuncu Adrian Dalca 60 8 0 13 Aug 2019
MULAN: Multitask Universal Lesion Analysis Network for Joint Lesion Detection, Tagging, and Segmentation K. Yan Youbao Tang Yifan Peng V. Sandfort M. Bagheri Zhiyong Lu Ronald M. Summers MedIm 51 85 0 12 Aug 2019
Automated Brain Tumour Segmentation Using Deep Fully Residual Convolutional Neural Networks Indrajit Mazumdar 19 4 0 12 Aug 2019
Automatic acute ischemic stroke lesion segmentation using semi-supervised learning Bin Zhao Shuxue Ding Hong Wu Guohua Liu Chen Cao Song Jin Zhiyang Liu 60 10 0 10 Aug 2019
Distance Map Loss Penalty Term for Semantic Segmentation Francesco Calivá C. Iriondo A. M. Martinez S. Majumdar V. Pedoia MedIm 79 79 0 10 Aug 2019
Multi Scale Supervised 3D U-Net for Kidney and Tumor Segmentation Wenshuai Zhao Zengfeng Zeng SSeg 62 14 0 09 Aug 2019
Editing Text in the Wild Liang Wu Chengquan Zhang Jiaming Liu Junyu Han Jingtuo Liu Errui Ding X. Bai 112 135 0 08 Aug 2019
Edge-guided Non-local Fully Convolutional Network for Salient Object Detection Zhengzheng Tu Yan Ma Chenglong Li Jin Tang Bin Luo 91 90 0 07 Aug 2019
An attempt at beating the 3D U-Net Hyunjin Park Klaus H. Maier-Hein SSeg 57 114 0 06 Aug 2019
Knee menisci segmentation and relaxometry of 3D ultrashort echo time (UTE) cones MR imaging using attention U-Net with transfer learning Michal Byra Mei Wu Xiaodong Zhang H. Jang Yajun Ma Eric Chang Sameer Shah Jiang Du 31 0 0 05 Aug 2019
Precise Estimation of Renal Vascular Dominant Regions Using Spatially Aware Fully Convolutional Networks, Tensor-Cut and Voronoi Diagrams Chenglong Wang H. Roth T. Kitasaka M. Oda Y. Hayashi Y. Yoshino Tokunori Yamamoto N. Sassa M. Goto K. Mori 42 19 0 05 Aug 2019
Multi-Task Attention-Based Semi-Supervised Learning for Medical Image Segmentation Shuai Chen Gerda Bortsova Antonio Garcia-Uceda Juarez Gijs van Tulder Marleen de Bruijne 104 156 0 29 Jul 2019
NoduleNet: Decoupled False Positive Reductionfor Pulmonary Nodule Detection and Segmentation Hao Tang Chupeng Zhang Xiaohui Xie 58 95 0 25 Jul 2019
Hetero-Modal Variational Encoder-Decoder for Joint Modality Completion and Segmentation Reuben Dorent Samuel Joutard Marc Modat Sébastien Ourselin Tom Vercauteren MedIm 78 125 0 25 Jul 2019
Delving Deep into Liver Focal Lesion Detection: A Preliminary Study Jiechao Ma Yingqian Chen Yu-Chun Chen Fengkai Wan Sumin Xue Ziping Li S. Feng MedIm 39 2 0 24 Jul 2019
A CNN-based tool for automatic tongue contour tracking in ultrasound images Jian Zhu Will Styler Ian C. Calloway 23 22 0 24 Jul 2019
Mixed-Supervised Dual-Network for Medical Image Segmentation Duo Wang Ming Li N. Ben-Shlomo C. Corrales Yu Cheng Tao Zhang J. Jayender 62 28 0 24 Jul 2019
A fully 3D multi-path convolutional neural network with feature fusion and feature weighting for automatic lesion identification in brain MRI images Yunzhe Xue Meiyan Xie F. Farhat Olga Boukrina A. Barrett J. Binder Usman Roshan William W. Graves MedIm 27 5 0 17 Jul 2019
A Survey on Explainable Artificial Intelligence (XAI): Towards Medical XAI Erico Tjoa Cuntai Guan XAI 170 1,464 0 17 Jul 2019
Uncertainty-aware Self-ensembling Model for Semi-supervised 3D Left Atrium Segmentation Lequan Yu Shujun Wang Xuelong Li Chi-Wing Fu Pheng-Ann Heng UQCV 95 859 0 16 Jul 2019
Learning joint lesion and tissue segmentation from task-specific hetero-modal datasets Reuben Dorent Wenqi Li J. Ekanayake Sebastien Ourselin Tom Vercauteren 55 4 0 07 Jul 2019
AI-based evaluation of the SDGs: The case of crop detection with earth observation data N. Efremova Dennis West Dmitry Zausaev 40 8 0 05 Jul 2019
DeepAAA: clinically applicable and generalizable detection of abdominal aortic aneurysm using deep learning Jen-Tang Lu Rupert Brooks Stefan Hahn Jin Chen Varun Buch ... B. Ghoshhajra Joel Pinto Paul Vozila Mark H. Michalski Neil A. Tenenholtz MedIm 37 26 0 04 Jul 2019
Deep Attentive Features for Prostate Segmentation in 3D Transrectal Ultrasound Yi Wang Haoran Dou Xiaowei Hu Lei Zhu Xin Yang Ming Xu J. Qin Pheng-Ann Heng Tianfu Wang Dong Ni MedIm 33 140 0 03 Jul 2019
Variational Shape Completion for Virtual Planning of Jaw Reconstructive Surgery A. Abdi Mehran Pesteie E. Prisman Purang Abolmaesumi S. Fels 42 15 0 27 Jun 2019
Morpheus: A Deep Learning Framework For Pixel-Level Analysis of Astronomical Image Data R. Hausen B. Robertson 69 68 0 26 Jun 2019
Brain MR Image Segmentation in Small Dataset with Adversarial Defense and Task Reorganization Xuhua Ren Lichi Zhang Qian Wang Dinggang Shen 29 11 0 25 Jun 2019
A Review on Deep Learning in Medical Image Reconstruction Hai-Miao Zhang Bin Dong MedIm 128 128 0 23 Jun 2019
A sparse annotation strategy based on attention-guided active learning for 3D medical image segmentation Zhenxi Zhang Jie Li Zhusi Zhong Zhicheng Jiao Xinbo Gao 3DV 75 14 0 18 Jun 2019
4D CNN for semantic segmentation of cardiac volumetric sequences Andriy Myronenko Ke Wang Varun Buch Daguang Xu Alvin Ihsani S. Doyle Mark H. Michalski Neil A. Tenenholtz H. Roth 3DPC 83 27 0 17 Jun 2019
A Partially Reversible U-Net for Memory-Efficient Volumetric Image Segmentation Robin Brügger Christian F. Baumgartner E. Konukoglu SSeg 57 74 0 14 Jun 2019
Synthesizing Diverse Lung Nodules Wherever Massively: 3D Multi-Conditional GAN-based CT Image Augmentation for Object Detection Changhee Han Yoshiro Kitamura Akira Kudo Akimichi Ichinose L. Rundo Yujiro Furukawa Kazuki Umemoto Yuanzhong Li Hideki Nakayama MedIm 82 117 0 12 Jun 2019
Deep Neural Networks for Surface Segmentation Meet Conditional Random Fields Leixin Zhou Zisha Zhong Abhay Shah Bensheng Qiu John Buatti Xiaodong Wu 3DV SSeg MedIm 10 1 0 11 Jun 2019
`Project & Excite' Modules for Segmentation of Volumetric Medical Scans Anne-Marie Rickmann Abhijit Guha Roy Ignacio Sarasua Nassir Navab Christian Wachinger 3DPC 121 37 0 11 Jun 2019
Scale Invariant Fully Convolutional Network: Detecting Hands Efficiently Dan Liu Dawei Du Libo Zhang Tiejian Luo Y. Wu Feiyue Huang Siwei Lyu ObjD 64 7 0 11 Jun 2019