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
Learning to Reconstruct Confocal Microscopy Stacks from Single Light Field Images Josué Page Vizcaíno Federico Saltarin Y. Belyaev R. Lyck Paolo Favaro 3DV 36 33 0 24 Mar 2020
Illumination-based Transformations Improve Skin Lesion Segmentation in Dermoscopic Images Kumar Abhishek Ghassan Hamarneh M. S. Drew 56 38 0 23 Mar 2020
Large-Scale Screening of COVID-19 from Community Acquired Pneumonia using Infection Size-Aware Classification Feng Shi Liming Xia Fei Shan Dijia Wu Ying Wei Huan Yuan Huiting Jiang Yaozong Gao H. Sui Dinggang Shen 64 197 0 22 Mar 2020
Hierarchical Severity Staging of Anterior Cruciate Ligament Injuries using Deep Learning with MRI Images N. Namiri I. Flament B. Astuto Rutwik Shah R. Tibrewala Francesco Calivá T. Link V. Pedoia S. Majumdar 16 2 0 20 Mar 2020
Kidney segmentation using 3D U-Net localized with Expectation Maximization Omid Bazgir K. Barck R. Carano R. Weimer Luke Xie MedIm 20 4 0 20 Mar 2020
Vox2Vox: 3D-GAN for Brain Tumour Segmentation M. Cirillo David Abramian Anders Eklund 88 111 0 19 Mar 2020
Pose Augmentation: Class-agnostic Object Pose Transformation for Object Recognition Yunhao Ge Jiaping Zhao Laurent Itti 77 8 0 19 Mar 2020
Detecting Pancreatic Ductal Adenocarcinoma in Multi-phase CT Scans via Alignment Ensemble Yingda Xia Qihang Yu Wei Shen Yuyin Zhou Elliot K. Fishman Alan Yuille 66 2 0 18 Mar 2020
Eisen: a python package for solid deep learning Frank Mancolo 47 3 0 18 Mar 2020
$J$\hat{\text{A}}$A-Net: Joint Facial Action Unit Detection and Face Alignment via Adaptive Attention$ J $\hat{\text{A}}$ A-Net: Joint Facial Action Unit Detection and Face Alignment via Adaptive Attention Zhiwen Shao Zhilei Liu Jianfei Cai Lizhuang Ma CVBM 85 139 0 18 Mar 2020
clDice -- A Novel Topology-Preserving Loss Function for Tubular Structure Segmentation Suprosanna Shit Johannes C. Paetzold Anjany Sekuboyina Ivan Ezhov Alexander Unger A. Zhylka J. Pluim Ulrich Bauer Bjoern Menze 181 305 0 16 Mar 2020
LT-Net: Label Transfer by Learning Reversible Voxel-wise Correspondence for One-shot Medical Image Segmentation Shuxin Wang Shilei Cao Dong Wei Renzhen Wang Kai Ma Liansheng Wang Deyu Meng Yefeng Zheng 139 55 0 16 Mar 2020
Self-Constructing Graph Convolutional Networks for Semantic Labeling Qinghui Liu Michael C. Kampffmeyer Robert Jenssen Arnt-Børre Salberg GNN SSL 31 21 0 15 Mar 2020
Recurrent convolutional neural networks for mandible segmentation from computed tomography Bingjiang Qiu Jiapan Guo J. Kraeima H. Glas R. Borra M. Witjes P. V. van Ooijen MedIm 45 10 0 13 Mar 2020
Conditional Convolutions for Instance Segmentation Zhi Tian Chunhua Shen Hao Chen ISeg 280 619 0 12 Mar 2020
Multi-level Context Gating of Embedded Collective Knowledge for Medical Image Segmentation Maryam Asadi-Aghbolaghi Reza Azad M. Fathy Sergio Escalera SSeg 130 61 0 10 Mar 2020
Lung Infection Quantification of COVID-19 in CT Images with Deep Learning F. Shan Yaozong Gao Jun Wang Weiya Shi N. Shi Miaofei Han Zhong Xue Dinggang Shen Yuxin Shi 191 578 0 10 Mar 2020
Automatic segmentation of spinal multiple sclerosis lesions: How to generalize across MRI contrasts? Olivier Vincent C. Gros Joseph Paul Cohen Julien Cohen-Adad 51 5 0 09 Mar 2020
TorchIO: A Python library for efficient loading, preprocessing, augmentation and patch-based sampling of medical images in deep learning Fernando Pérez-García Rachel Sparks Sébastien Ourselin MedIm LM&MA 271 438 0 09 Mar 2020
A Learning Strategy for Contrast-agnostic MRI Segmentation Benjamin Billot Douglas N. Greve Koen van Leemput Bruce Fischl Juan Eugenio Iglesias Adrian Dalca 73 76 0 04 Mar 2020
BUSU-Net: An Ensemble U-Net Framework for Medical Image Segmentation Wei Hao Khoong UQCV OOD SSeg 37 10 0 03 Mar 2020
On Isometry Robustness of Deep 3D Point Cloud Models under Adversarial Attacks Yue Zhao Yuwei Wu Caihua Chen A. Lim 3DPC 97 72 0 27 Feb 2020
Recalibrating 3D ConvNets with Project & Excite Anne-Marie Rickmann Abhijit Guha Roy Ignacio Sarasua Christian Wachinger 3DPC 128 17 0 25 Feb 2020
Random Bundle: Brain Metastases Segmentation Ensembling through Annotation Randomization Darvin Yi E. Grøvik Michael Iv E. Tong Greg Zaharchuk D. Rubin 48 2 0 23 Feb 2020
Towards Label-Free 3D Segmentation of Optical Coherence Tomography Images of the Optic Nerve Head Using Deep Learning S. Devalla T. Pham S. Panda Zhang Liang Giridhar Subramanian ... L. Schmetterer S. Perera Tin Aung Alexandre Hoang Thiery M. Girard 65 29 0 22 Feb 2020
Deep Learning System to Screen Coronavirus Disease 2019 Pneumonia Xiaowei Xu Xiangao Jiang Chunlian Ma Peng Du Xukun Li ... Yongtao Li Hong Zhao Kaijin Xu Lingxiang Ruan Wei Wu 89 641 0 21 Feb 2020
Deep Learning in Medical Ultrasound Image Segmentation: a Review Ziyang Wang 89 30 0 18 Feb 2020
Patient-Specific Finetuning of Deep Learning Models for Adaptive Radiotherapy in Prostate CT Mohamed S. Elmahdy Tanuj Ahuja U. A. van der Heide Marius Staring 60 14 0 17 Feb 2020
Text Perceptron: Towards End-to-End Arbitrary-Shaped Text Spotting Liang Qiao Sanli Tang Zhanzhan Cheng Yunlu Xu Yi Niu Shiliang Pu Leilei Gan 104 116 0 17 Feb 2020
Deep Speaker Embeddings for Far-Field Speaker Recognition on Short Utterances Aleksei Gusev V. Volokhov Tseren Andzhukaev Sergey Novoselov G. Lavrentyeva ... Anastasia Avdeeva Artem Ivanov Alexander Kozlov Timur Pekhovsky Yuri N. Matveev 59 48 0 14 Feb 2020
Liver Segmentation in Abdominal CT Images via Auto-Context Neural Network and Self-Supervised Contour Attention Minyoung Chung Jingyu Lee Jeongjin Lee Y. Shin MedIm 44 29 0 14 Feb 2020
Neuromorphologicaly-preserving Volumetric data encoding using VQ-VAE Petru-Daniel Tudosiu Thomas Varsavsky Richard Shaw M. Graham P. Nachev Sebastien Ourselin Carole H. Sudre M. Jorge Cardoso MedIm 77 18 0 13 Feb 2020
Edge-Gated CNNs for Volumetric Semantic Segmentation of Medical Images Ali Hatamizadeh Demetri Terzopoulos Andriy Myronenko 46 17 0 11 Feb 2020
Deep Convolutional Neural Networks with Spatial Regularization, Volume and Star-shape Priori for Image Segmentation Jun Liu Xiang Wang X. Tai 72 36 0 10 Feb 2020
How well do U-Net-based segmentation trained on adult cardiac magnetic resonance imaging data generalise to rare congenital heart diseases for surgical planning? Sven Koehler A. Tandon T. Hussain H. Latus T. Pickardt S. Sarikouch P. Beerbaum G. Greil Sandy Engelhardt I. Wolf 54 6 0 10 Feb 2020
MS-Net: Multi-Site Network for Improving Prostate Segmentation with Heterogeneous MRI Data Quande Liu Qi Dou Lequan Yu Pheng Ann Heng OOD 125 288 0 09 Feb 2020
Unsupervised Bidirectional Cross-Modality Adaptation via Deeply Synergistic Image and Feature Alignment for Medical Image Segmentation Cheng Chen Qi Dou Hao Chen J. Qin Pheng Ann Heng 113 317 0 06 Feb 2020
Pose-Aware Instance Segmentation Framework from Cone Beam CT Images for Tooth Segmentation Minyoung Chung Minkyung Lee Jioh Hong Sanguk Park Jusang Lee Jingyu Lee Jeongjin Lee Y. Shin 55 66 0 06 Feb 2020
DVNet: A Memory-Efficient Three-Dimensional CNN for Large-Scale Neurovascular Reconstruction Leila Saadatifard Aryan Mobiny Pavel A. Govyadinov H. Nguyen D. Mayerich 3DV 28 2 0 04 Feb 2020
Stan: Small tumor-aware network for breast ultrasound image segmentation Bryar Shareef Min Xian Aleksandar Vakanski 59 64 0 03 Feb 2020
Simultaneous Left Atrium Anatomy and Scar Segmentations via Deep Learning in Multiview Information with Attention Guang Yang Jun Chen Zijian Gao Shuo Li Hao Ni ... Yanping Zhang Xiuquan Du Heye Zhang D. Firmin J. Keegan 47 74 0 02 Feb 2020
Semi-Automatic Generation of Tight Binary Masks and Non-Convex Isosurfaces for Quantitative Analysis of 3D Biological Samples Sourabh Bhide Ralf Mikut Maria Leptin Johannes Stegmaier 3DV 27 4 0 30 Jan 2020
Depth Based Semantic Scene Completion with Position Importance Aware Loss Yu Liu Jie Li Xia Yuan Chunxia Zhao Roland Siegwart Ian Reid Cesar Cadena 3DPC 169 56 0 29 Jan 2020
Deep Learning in Multi-organ Segmentation Y. Lei Yabo Fu Tonghe Wang Richard L. J. Qiu W. Curran Tian-xing Liu Xiaofeng Yang SSeg 62 32 0 28 Jan 2020
Abdominal multi-organ segmentation with cascaded convolutional and adversarial deep networks Pierre-Henri Conze A. Emre Kavur E. Gall N. Gezer Y. Meur M. Alper Selver F. Rousseau SSeg MedIm 65 104 0 26 Jan 2020
Domain Adaptive Medical Image Segmentation via Adversarial Learning of Disease-Specific Spatial Patterns Hongwei Bran Li T. Loehr Anjany Sekuboyina Jianguo Zhang Benedikt Wiestler Bjoern Menze OOD 34 3 0 25 Jan 2020
VerSe: A Vertebrae Labelling and Segmentation Benchmark for Multi-detector CT Images Anjany Sekuboyina M. Husseini Amirhossein Bayat Maximilian Löffler Hans Liebl ... Ben Glocker A. Valentinitsch Markus Rempfler Bjorn H. Menze Jan S. Kirschke 97 260 0 24 Jan 2020
RatLesNetv2: A Fully Convolutional Network for Rodent Brain Lesion Segmentation Juan Miguel Valverde Artem Shatillo Riccardo De Feo O. Gröhn Alejandra Sierra Jussi Tohka MedIm 44 21 0 24 Jan 2020
Secure and Robust Machine Learning for Healthcare: A Survey A. Qayyum Junaid Qadir Muhammad Bilal Ala I. Al-Fuqaha AAML OOD 98 392 0 21 Jan 2020
AttentionAnatomy: A unified framework for whole-body organs at risk segmentation using multiple partially annotated datasets Shanlin Sun Yang Liu Narisu Bai Hao Tang Xuming Chen Qian Huang Yong Liu Xiaohui Xie 44 12 0 13 Jan 2020