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
Dual-Consistency Semi-Supervised Learning with Uncertainty Quantification for COVID-19 Lesion Segmentation from CT Images Yanwen Li Luyang Luo Huangjing Lin Hao Chen Pheng-Ann Heng 93 54 0 07 Apr 2021
CNN Based Segmentation of Infarcted Regions in Acute Cerebral Stroke Patients From Computed Tomography Perfusion Imaging Luca Tomasetti K. Engan M. Khanmohammadi K. D. Kurz 36 4 0 07 Apr 2021
Deep Implicit Statistical Shape Models for 3D Medical Image Delineation Ashwin Raju S. Miao Mei Han Le Lu Junzhou Huang Adam P. Harrison 3DV MedIm 57 33 0 07 Apr 2021
Weakly supervised segmentation with cross-modality equivariant constraints Gaurav Patel Jose Dolz SSL 90 49 0 06 Apr 2021
End-to-end learning of keypoint detection and matching for relative pose estimation Antoine Fond Luca Del Pero Nikola Sivacki Marco Paladini 3DPC 3DV 17 1 0 02 Apr 2021
Arbitrary-Shaped Text Detection withAdaptive Text Region Representation Xiufeng Jiang Shugong Xu Shunqing Zhang Shan Cao 23 10 0 01 Apr 2021
Rapid quantification of COVID-19 pneumonia burden from computed tomography with convolutional LSTM networks K. Grodecki A. Killekar A. Lin S. Cadet P. McElhinney ... N. Nerlekar C. Torlasco G. Pontone D. Dey P. Slomka 21 3 0 31 Mar 2021
Force-and-moment-based Model Predictive Control for Achieving Highly Dynamic Locomotion on Bipedal Robots Junheng Li G. Alcan 89 20 0 31 Mar 2021
3D AffordanceNet: A Benchmark for Visual Object Affordance Understanding Sheng Deng Xun Xu Chaozheng Wu Ke Chen Kui Jia 99 115 0 30 Mar 2021
Automatic airway segmentation from Computed Tomography using robust and efficient 3-D convolutional neural networks Antonio Garcia-Uceda Juarez R. Selvan Z. Saghir H. Tiddens M. de Bruijne 3DV 62 47 0 30 Mar 2021
Multi-View Radar Semantic Segmentation Arthur Ouaknine A. Newson P. Pérez F. Tupin Julien Rebut 74 81 0 30 Mar 2021
Predicting Landfall's Location and Time of a Tropical Cyclone Using Reanalysis Data Sandeep Kumar Koushik Biswas A. Pandey 20 2 0 30 Mar 2021
DiNTS: Differentiable Neural Network Topology Search for 3D Medical Image Segmentation Yufan He Dong Yang H. Roth Can Zhao Daguang Xu MedIm 70 64 0 29 Mar 2021
Enhanced Boundary Learning for Glass-like Object Segmentation Hao He Xiangtai Li Guangliang Cheng Jianping Shi Yunhai Tong Gaofeng Meng V. Prinet Lubin Weng 93 75 0 29 Mar 2021
Catalyzing Clinical Diagnostic Pipelines Through Volumetric Medical Image Segmentation Using Deep Neural Networks: Past, Present, & Future Teofilo E. Zosa OOD 41 0 0 27 Mar 2021
Sparse Object-level Supervision for Instance Segmentation with Pixel Embeddings A. Wolny Qin Yu Constantin Pape Anna Kreshuk ISeg 82 21 0 26 Mar 2021
Detection, growth quantification and malignancy prediction of pulmonary nodules using deep convolutional networks in follow-up CT scans Xavier Rafael-Palou A. Aubanell M. Ceresa Vicent J. Ribas Gemma Piella M. A. G. Ballester MedIm 59 3 0 26 Mar 2021
AutoLoss-Zero: Searching Loss Functions from Scratch for Generic Tasks Hao Li Tianwen Fu Jifeng Dai Hongsheng Li Gao Huang Xizhou Zhu 88 29 0 25 Mar 2021
Task-Oriented Low-Dose CT Image Denoising Jiajin Zhang Hanqing Chao Xuanang Xu Chuang Niu Ge Wang Pingkun Yan OOD MedIm 55 18 0 25 Mar 2021
FakeMix Augmentation Improves Transparent Object Detection Yang Cao Zhengqiang Zhang Enze Xie Qibin Hou Kai Zhao Xiangui Luo Jian Tuo AAML 124 11 0 24 Mar 2021
Multiview and Multiclass Image Segmentation using Deep Learning in Fetal Echocardiography Ken C. L. Wong E. Sinkovskaya A. Abuhamad Tanveer Syeda-Mahmood 48 4 0 23 Mar 2021
Pathological Image Segmentation with Noisy Labels Li Xiao Yinhao Li Luxi Qv Xinxia Tian Yijie Peng S.Kevin Zhou NoLa 24 4 0 20 Mar 2021
Video Class Agnostic Segmentation Benchmark for Autonomous Driving Mennatullah Siam Alex Kendall Martin Jägersand VOS VLM 78 20 0 19 Mar 2021
Improving Image co-segmentation via Deep Metric Learning Zhengwen Li Xiabi Liu VLM 26 1 0 19 Mar 2021
UNETR: Transformers for 3D Medical Image Segmentation Ali Hatamizadeh Yucheng Tang Vishwesh Nath Dong Yang Andriy Myronenko Bennett Landman H. Roth Daguang Xu ViT MedIm 196 1,626 0 18 Mar 2021
Design and Development of Autonomous Delivery Robot Aniket Gujarathi Akshay Ravindra Kulkarni Unmesh Patil Y. Phalak Rajeshree Deotalu Aman Jain Navid Panchi A. Dhabale Shital S. Chiddarwar 45 4 0 16 Mar 2021
Invertible Residual Network with Regularization for Effective Medical Image Segmentation Kashu Yamazaki V. Rathour T. Hoang Ngan Le MedIm 61 6 0 16 Mar 2021
Versailles-FP dataset: Wall Detection in Ancient Wassim Swaileh Dimitrios Kotzinos Suman Ghosh Michel Jordan Son Vu Yaguan Qian 38 7 0 14 Mar 2021
Simpson's Bias in NLP Training Fei Yuan Longtu Zhang Bojun Huang Yaobo Liang AI4CE 34 3 0 13 Mar 2021
SAR-U-Net: squeeze-and-excitation block and atrous spatial pyramid pooling based residual U-Net for automatic liver segmentation in Computed Tomography Jinke Wang Peiqing Lv Haiying Wang Changfa Shi SSeg 87 108 0 11 Mar 2021
Are we using appropriate segmentation metrics? Identifying correlates of human expert perception for CNN training beyond rolling the DICE coefficient Florian Kofler Ivan Ezhov Fabian Isensee F. Balsiger Christoph Berger ... C. Zimmer D. Ankerst Jan Kirschke Benedikt Wiestler Bjoern Menze 75 52 0 10 Mar 2021
U-Net Transformer: Self and Cross Attention for Medical Image Segmentation Olivier Petit Nicolas Thome Clément Rambour L. Soler ViT MedIm 96 251 0 10 Mar 2021
Deep and Statistical Learning in Biomedical Imaging: State of the Art in 3D MRI Brain Tumor Segmentation K. R. M. Fernando Cris P Tsokos 56 53 0 09 Mar 2021
2D histology meets 3D topology: Cytoarchitectonic brain mapping with Graph Neural Networks Christian Schiffer Stefan Harmeling Katrin Amunts Timo Dickscheid 3DH 3DV 86 2 0 09 Mar 2021
Stabilized Medical Image Attacks Gege Qi Lijun Gong Yibing Song Kai Ma Yefeng Zheng OOD AAML MedIm 78 25 0 09 Mar 2021
Dual-Task Mutual Learning for Semi-Supervised Medical Image Segmentation Yichi Zhang Jicong Zhang SSL 112 40 0 08 Mar 2021
Incremental Learning for Multi-organ Segmentation with Partially Labeled Datasets Pengbo Liu Li Xiao S. Kevin Zhou CLL 51 12 0 08 Mar 2021
TransBTS: Multimodal Brain Tumor Segmentation Using Transformer Wenxuan Wang Chen Chen Meng Ding Jiangyun Li Hong Yu Sen Zha ViT MedIm 96 732 0 07 Mar 2021
Morphological Operation Residual Blocks: Enhancing 3D Morphological Feature Representation in Convolutional Neural Networks for Semantic Segmentation of Medical Images Chentian Li Chi Ma W. Lu MedIm 44 1 0 06 Mar 2021
Deeply supervised UNet for semantic segmentation to assist dermatopathological assessment of Basal Cell Carcinoma (BCC) Jean LeĆlerc Arrastia Nick Heilenkötter Daniel Otero Baguer Lena Hauberg-Lotte T. Boskamp Sonja Hetzer Nicole Duschner Jörg Schaller Peter Maass 42 45 0 05 Mar 2021
Semi-supervised Left Atrium Segmentation with Mutual Consistency Training Yicheng Wu Minfeng Xu Z. Ge Jianfei Cai Lei Zhang 85 217 0 04 Mar 2021
Learning With Context Feedback Loop for Robust Medical Image Segmentation K. Girum G. Créhange A. Lalande MedIm 51 39 0 04 Mar 2021
Robust 3D U-Net Segmentation of Macular Holes Jonathan Frawley Chris G. Willcocks M. Habib Caspar Geenen D. Steel B. Obara MedIm 3DPC 17 1 0 01 Mar 2021
Medical Image Segmentation with Limited Supervision: A Review of Deep Network Models Jialin Peng Ye Wang VLM 90 60 0 28 Feb 2021
Convolution-Free Medical Image Segmentation using Transformers Davood Karimi Serge Vasylechko Ali Gholipour ViT MedIm 135 124 0 26 Feb 2021
Multi-Domain Learning by Meta-Learning: Taking Optimal Steps in Multi-Domain Loss Landscapes by Inner-Loop Learning Anthony Sicilia Xingchen Zhao D. Minhas Erin O'Connor H. Aizenstein W. Klunk D. Tudorascu Seong Jae Hwang 47 6 0 25 Feb 2021
SCD: A Stacked Carton Dataset for Detection and Segmentation Jinrong Yang Shengkai Wu L. Gou Hangchen Yu Chenxi Lin Jiazhuo Wang Minxuan Li Xiaoping Li 61 13 0 25 Feb 2021
Page Layout Analysis System for Unconstrained Historic Documents O. Kodym Michal Hradiš 41 22 0 23 Feb 2021
Interpretative Computer-aided Lung Cancer Diagnosis: from Radiology Analysis to Malignancy Evaluation Shaohua Zheng Zhiqiang Shen Chenhao Pei Wangbin Ding Haojin Lin Jie-xuan Zheng Lin Pan Bin Zheng Liqin Huang 23 25 0 22 Feb 2021
Medical Transformer: Gated Axial-Attention for Medical Image Segmentation Jeya Maria Jose Valanarasu Poojan Oza Ilker Hacihaliloglu Vishal M. Patel ViT MedIm 118 1,003 0 21 Feb 2021