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"

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Title
Large-scale Building Damage Assessment using a Novel Hierarchical Transformer Architecture on Satellite Images Navjot Kaur Cheng-Chun Lee Ali Mostafavi Ali Mahdavi-Amiri 39 41 0 03 Aug 2022
KD-SCFNet: Towards More Accurate and Efficient Salient Object Detection via Knowledge Distillation Jin Zhang Qiuwei Liang Yanjiao Shi 21 11 0 03 Aug 2022
Per-Clip Video Object Segmentation Kwanyong Park Sanghyun Woo Seoung Wug Oh In So Kweon Joon-Young Lee VLM VOS 32 50 0 03 Aug 2022
Robust RGB-D Fusion for Saliency Detection Zongwei Wu Shriarulmozhivarman Gobichettipalayam Brahim Tamadazte Guillaume Allibert D. Paudel C. Demonceaux 31 26 0 02 Aug 2022
A New Probabilistic V-Net Model with Hierarchical Spatial Feature Transform for Efficient Abdominal Multi-Organ Segmentation Minfeng Xu Heng Guo Jianfeng Zhang K. Yan Le Lu 32 5 0 02 Aug 2022
CTooth+: A Large-scale Dental Cone Beam Computed Tomography Dataset and Benchmark for Tooth Volume Segmentation Weiwei Cui Yaqi Wang Yilong Li Dansheg Song Xingyong Zuo ... Yifan Zhang Huiyu Zhou B. Chong L. Zeng Qianni Zhang 3DV 11 16 0 02 Aug 2022
TransDeepLab: Convolution-Free Transformer-based DeepLab v3+ for Medical Image Segmentation Reza Azad Moein Heidari M. Shariatnia Ehsan Khodapanah Aghdam Sanaz Karimijafarbigloo Ehsan Adeli Dorit Merhof ViT MedIm 25 94 0 01 Aug 2022
Learning with Limited Annotations: A Survey on Deep Semi-Supervised Learning for Medical Image Segmentation Rushi Jiao Yichi Zhang Leiting Ding Rong Cai Jicong Zhang 34 152 0 28 Jul 2022
Generalizable multi-task, multi-domain deep segmentation of sparse pediatric imaging datasets via multi-scale contrastive regularization and multi-joint anatomical priors Arnaud Boutillon Pierre-Henri Conze C. Pons Valérie Burdin Bhushan S Borotikar 36 18 0 27 Jul 2022
TransNorm: Transformer Provides a Strong Spatial Normalization Mechanism for a Deep Segmentation Model Reza Azad Mohammad T. Al-Antary Moein Heidari Dorit Merhof ViT MedIm 37 73 0 27 Jul 2022
Exploring Generalizable Distillation for Efficient Medical Image Segmentation Xingqun Qi Zhuo Wu Min Ren Muyi Sun Caifeng Shan Zhe Sun 40 3 0 26 Jul 2022
SegPGD: An Effective and Efficient Adversarial Attack for Evaluating and Boosting Segmentation Robustness Jindong Gu Hengshuang Zhao Volker Tresp Philip Torr AAML 28 74 0 25 Jul 2022
A Transformer-based Neural Language Model that Synthesizes Brain Activation Maps from Free-Form Text Queries G. Ngo Minh Le Nguyen Nancy F. Chen M. Sabuncu MedIm 33 7 0 24 Jul 2022
High-Resolution Swin Transformer for Automatic Medical Image Segmentation Chen Wei Shenghan Ren Kaitai Guo Haihong Hu Jimin Liang ViT OOD MedIm 37 36 0 23 Jul 2022
Comparative Validation of AI and non-AI Methods in MRI Volumetry to Diagnose Parkinsonian Syndromes Joomee Song Juyoung Hahm Jisoo Lee Chae Yeon Lim M. Chung J. Youn J. Cho J. H. Ahn Kyungsu Kim 27 8 0 23 Jul 2022
Panoptic Scene Graph Generation Jingkang Yang Yi Zhe Ang Zujin Guo Kaiyang Zhou Wayne Zhang Ziwei Liu 57 106 0 22 Jul 2022
Uncertainty-aware Multi-modal Learning via Cross-modal Random Network Prediction Hu Wang Jianpeng Zhang Yuanhong Chen Congbo Ma Jodie Avery Louise Hull G. Carneiro UQCV 21 18 0 22 Jul 2022
In Defense of Online Models for Video Instance Segmentation Junfeng Wu Qihao Liu Yi Jiang S. Bai Alan Yuille Xiang Bai 32 108 0 21 Jul 2022
Estimating Model Performance under Domain Shifts with Class-Specific Confidence Scores Zeju Li Konstantinos Kamnitsas Mobarakol Islam Chen Chen Ben Glocker 30 9 0 20 Jul 2022
The Dice loss in the context of missing or empty labels: Introducing $Φ$ and $ε$ Sofie Tilborghs J. Bertels D. Robben Dirk Vandermeulen F. Maes 32 5 0 19 Jul 2022
Box-supervised Instance Segmentation with Level Set Evolution Wentong Li Wenyu Liu Jianke Zhu Miaomiao Cui Xia Hua Lei Zhang ISeg 29 60 0 19 Jul 2022
CACTUSS: Common Anatomical CT-US Space for US examinations Yordanka Velikova Walter Simson M. Salehi Mohammad Farid Azampour P. Paprottka Nassir Navab 20 13 0 18 Jul 2022
MLP-GAN for Brain Vessel Image Segmentation B. Xie Hao Tang Bin Duan Dawen Cai Yan Yan MedIm 42 2 0 17 Jul 2022
Zero-Shot Temporal Action Detection via Vision-Language Prompting Sauradip Nag Xiatian Zhu Yi-Zhe Song Tao Xiang VLM 33 65 0 17 Jul 2022
Semi-Supervised Keypoint Detector and Descriptor for Retinal Image Matching Jiazhen Liu Xirong Li Qijie Wei Jie Xu Dayong Ding 22 29 0 16 Jul 2022
Brain MRI study for glioma segmentation using convolutional neural networks and original post-processing techniques with low computational demand José Gerardo Suárez-García E. Moreno-Barbosa B. D. C. Alonso 27 0 0 15 Jul 2022
3D Instances as 1D Kernels Yizhe Wu Min Shi Shuaiyuan Du Hao Lu Zhiguo Cao Weicai Zhong ISeg 3DPC 37 43 0 15 Jul 2022
CKD-TransBTS: Clinical Knowledge-Driven Hybrid Transformer with Modality-Correlated Cross-Attention for Brain Tumor Segmentation Jianwei Lin Jiatai Lin Chenghao Lu Hao Chen Huan Lin ... Biao Huang C. Liang Guoqiang Han Zaiyi Liu Chu Han MedIm 31 68 0 15 Jul 2022
Single Shot Self-Reliant Scene Text Spotter by Decoupled yet Collaborative Detection and Recognition Jingjing Wu Pengyuan Lyu Guangming Lu Chengquan Zhang Wenjie Pei 25 3 0 15 Jul 2022
Towards Grand Unification of Object Tracking B. Yan Yi Jiang Pei Sun D. Wang Zehuan Yuan Ping Luo Huchuan Lu ViT VOT 56 136 0 14 Jul 2022
Semi-Supervised Temporal Action Detection with Proposal-Free Masking Sauradip Nag Xiatian Zhu Yi-Zhe Song Tao Xiang 27 17 0 14 Jul 2022
Proposal-Free Temporal Action Detection via Global Segmentation Mask Learning Sauradip Nag Xiatian Zhu Yi-Zhe Song Tao Xiang ViT 21 47 0 14 Jul 2022
MRF-UNets: Searching UNet with Markov Random Fields Zifu Wang Matthew B. Blaschko 22 6 0 13 Jul 2022
Online Video Instance Segmentation via Robust Context Fusion Xiang Li Jinglu Wang Xiaohao Xu Bhiksha Raj Yan Lu 48 5 0 12 Jul 2022
Hybrid Skip: A Biologically Inspired Skip Connection for the UNet Architecture N. Zioulis G. Albanis Petros Drakoulis Federico Álvarez D. Zarpalas P. Daras 29 11 0 11 Jul 2022
Instance Shadow Detection with A Single-Stage Detector Tianyu Wang Xiaowei Hu Pheng-Ann Heng Chi-Wing Fu 19 27 0 11 Jul 2022
What Makes for Automatic Reconstruction of Pulmonary Segments Kaiming Kuang Li Zhang Jingyuan Li Hongwei Bran Li Jiajun Chen Bo Du Jiancheng Yang 27 9 0 07 Jul 2022
DPODv2: Dense Correspondence-Based 6 DoF Pose Estimation I. Shugurov Sergey Zakharov Slobodan Ilic 20 56 0 06 Jul 2022
OSFormer: One-Stage Camouflaged Instance Segmentation with Transformers Jialun Pei Tianyang Cheng Deng-Ping Fan He Tang Chuanbo Chen Luc Van Gool ViT 20 56 0 05 Jul 2022
Less Is More: A Comparison of Active Learning Strategies for 3D Medical Image Segmentation Josafat-Mattias Burmeister M. Rosas J. Hagemann Jonas Kordt J. Blum Simon Shabo Benjamin Bergner I. A. Sinai 23 6 0 02 Jul 2022
Noise and Edge Based Dual Branch Image Manipulation Detection Zhongyuan Zhang Y. Qian Yanxiang Zhao Linbin Zhu Jinjin Wang 24 13 0 02 Jul 2022
Implicit U-Net for volumetric medical image segmentation Sergio Naval Marimont G. Tarroni SSeg 41 2 0 30 Jun 2022
GAN-based Super-Resolution and Segmentation of Retinal Layers in Optical coherence tomography Scans P. Jeihouni O. Dehzangi Annahita Amireskandari A. Rezai Nasser M. Nasrabadi MedIm GAN 19 5 0 28 Jun 2022
Adversarial Consistency for Single Domain Generalization in Medical Image Segmentation Yanwu Xu Shaoan Xie Maxwell Reynolds1 Matthew Ragoza1 Biwei Huang Kayhan Batmanghelich GAN OOD MedIm 4 22 0 28 Jun 2022
RankSEG: A Consistent Ranking-based Framework for Segmentation Ben Dai Chunlin Li 47 1 0 27 Jun 2022
Nonwatertight Mesh Reconstruction Partha Ghosh 3DPC 3DV 19 0 0 26 Jun 2022
Evidence fusion with contextual discounting for multi-modality medical image segmentation Ling Huang Thierry Denoeux P. Vera S. Ruan MedIm 36 28 0 23 Jun 2022
Automated GI tract segmentation using deep learning M. Sharma 39 7 0 22 Jun 2022
Position-prior Clustering-based Self-attention Module for Knee Cartilage Segmentation Dong Liang Jun Liu Kuanquan Wang Gongning Luo Wei Wang Shuo Li 9 10 0 21 Jun 2022
Deep Active Latent Surfaces for Medical Geometries Patrick M. Jensen Udaranga Wickramasinghe Anders B. Dahl Pascal Fua Vedrana Andersen Dahl MedIm 36 2 0 21 Jun 2022