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
MS Lesion Segmentation: Revisiting Weighting Mechanisms for Federated Learning Dongnan Liu Mariano Cabezas Dongang Wang Zihao Tang Lei Bai ... Fernando Calamante Michael Barnett Wanli Ouyang Weidong (Tom) Cai Chenyu Wang FedML 32 4 0 03 May 2022
3D Convolutional Neural Networks for Dendrite Segmentation Using Fine-Tuning and Hyperparameter Optimization Jim James Nathan Pruyne T. Stan Marcus Schwarting Jiwon Yeom Seungbum Hong Peter Voorhees Ben Blaiszik Ian Foster 19 1 0 02 May 2022
Talking Head Generation Driven by Speech-Related Facial Action Units and Audio- Based on Multimodal Representation Fusion Sen Chen Zhilei Liu Jiaxing Liu Longbiao Wang 44 6 0 27 Apr 2022
Self-Supervised Text Erasing with Controllable Image Synthesis Gangwei Jiang Shiyao Wang T. Ge Yuning Jiang Ying Wei Defu Lian DiffM 24 12 0 27 Apr 2022
Automation of Radiation Treatment Planning for Rectal Cancer Kai Huang P. Das Adenike M. Olanrewaju S. CarlosE.Cárdenas David Fuentes ... Hannah Simonds D. Rhee Sam Beddar T. Briere Laurence Court 21 25 0 26 Apr 2022
TranSiam: Fusing Multimodal Visual Features Using Transformer for Medical Image Segmentation Xia Li Shiqiang Ma Jijun Tang Fei Guo ViT MedIm 25 9 0 26 Apr 2022
Federated Contrastive Learning for Volumetric Medical Image Segmentation Yawen Wu Dewen Zeng Zhepeng Wang Yiyu Shi Jingtong Hu FedML 32 58 0 23 Apr 2022
MIPR:Automatic Annotation of Medical Images with Pixel Rearrangement Pingping Dai Haiming Zhu Shuang Ge Ruihan Zhang Xiang Qian Xi Li Kehong Yuan 19 2 0 22 Apr 2022
Fast and Robust Femur Segmentation from Computed Tomography Images for Patient-Specific Hip Fracture Risk Screening P. Bjornsson Alexander M. Baker I. Fleps Y. Pauchard H. Pálsson S. Ferguson S. Sigurðsson V. Gudnason B. Helgason L. M. Ellingsen OOD 24 9 0 20 Apr 2022
Less than Few: Self-Shot Video Instance Segmentation Pengwan Yang Yuki M. Asano Pascal Mettes Cees G. M. Snoek SSL 45 2 0 19 Apr 2022
Binary Multi Channel Morphological Neural Network T. Aouad Hugues Talbot AI4CE 18 0 0 19 Apr 2022
Temporally Efficient Vision Transformer for Video Instance Segmentation Shusheng Yang Xinggang Wang Yu Li Yuxin Fang Jiemin Fang Wenyu Liu Xun Zhao Ying Shan ViT 29 65 0 18 Apr 2022
Multi-organ Segmentation Network with Adversarial Performance Validator H. Fang Yi Fang Xiaofeng Yang MedIm 29 3 0 16 Apr 2022
SSR-HEF: Crowd Counting with Multi-Scale Semantic Refining and Hard Example Focusing Jiwei Chen Kewei Wang Wen Su Zengfu Wang 27 10 0 15 Apr 2022
Crowd counting with segmentation attention convolutional neural network Jiwei Chen Zengfu Wang 19 7 0 15 Apr 2022
Interpretable Vertebral Fracture Quantification via Anchor-Free Landmarks Localization Alexey Zakharov Maxim Pisov Alim Bukharaev A. Petraikin S. Morozov V. Gombolevskiy Mikhail Belyaev 24 25 0 14 Apr 2022
3D Shuffle-Mixer: An Efficient Context-Aware Vision Learner of Transformer-MLP Paradigm for Dense Prediction in Medical Volume Jianye Pang Cheng Jiang Yihao Chen Jianbo Chang M. Feng Renzhi Wang Jianhua Yao ViT MedIm 33 11 0 14 Apr 2022
DL4SciVis: A State-of-the-Art Survey on Deep Learning for Scientific Visualization Chaoli Wang J. Han 46 36 0 13 Apr 2022
Back to the Roots: Reconstructing Large and Complex Cranial Defects using an Image-based Statistical Shape Model Jianning Li David G. Ellis Antonio Pepe Christina Schwarz-Gsaxner M. Aizenberg Jens Kleesiek Jan Egger 16 8 0 12 Apr 2022
How to Register a Live onto a Liver ? Partial Matching in the Space of Varifolds Pierre-Louis Antonsanti T. Benseghir V. Jugnon M. Ghosn P. Chassat Irene Kaltenmark J. Glaunès 24 0 0 12 Apr 2022
Video K-Net: A Simple, Strong, and Unified Baseline for Video Segmentation Xiangtai Li Wenwei Zhang Jiangmiao Pang Kai-xiang Chen Guangliang Cheng Yunhai Tong Chen Change Loy VOS 39 87 0 10 Apr 2022
Panoptic-PartFormer: Learning a Unified Model for Panoptic Part Segmentation Xiangtai Li Shilin Xu Yibo Yang Guangliang Cheng Yunhai Tong Dacheng Tao ViT 24 46 0 10 Apr 2022
Fashionformer: A simple, Effective and Unified Baseline for Human Fashion Segmentation and Recognition Shilin Xu Xiangtai Li Jingbo Wang Guangliang Cheng Yunhai Tong Dacheng Tao ViT 28 27 0 10 Apr 2022
Super-Resolved Microbubble Localization in Single-Channel Ultrasound RF Signals Using Deep Learning N. Blanken J. Wolterink H. Delingette Christoph Brune M. Versluis G. Lajoinie 22 13 0 09 Apr 2022
Attention guided global enhancement and local refinement network for semantic segmentation Jiangyun Li Sen Zha Chen Chen Meng Ding Tianxiang Zhang Hong Yu SSeg 45 25 0 09 Apr 2022
Convolutional Neural Network for Early Pulmonary Embolism Detection via Computed Tomography Pulmonary Angiography Ching-Yuan Yu M. Chang Yun-Chien Cheng Chin-Yu Kuo 16 0 0 07 Apr 2022
EfficientCellSeg: Efficient Volumetric Cell Segmentation Using Context Aware Pseudocoloring Royden Wagner K. Rohr MedIm 21 4 0 06 Apr 2022
End-to-End Instance Edge Detection Xueyan Zou Haotian Liu Yong Jae Lee 32 2 0 06 Apr 2022
Federated Cross Learning for Medical Image Segmentation Xuanang Xu H. Deng Tianyi Chen Tianshu Kuang J. C. Barber Daeseung Kim J. Gateno J. Xia Pingkun Yan FedML OOD 40 18 0 05 Apr 2022
Region Rebalance for Long-Tailed Semantic Segmentation Jiequan Cui Yuhui Yuan Zhisheng Zhong Zhuotao Tian Han Hu Stephen Lin Jiaya Jia 18 18 0 05 Apr 2022
Histogram of Oriented Gradients Meet Deep Learning: A Novel Multi-task Deep Network for Medical Image Semantic Segmentation Binod Bhattarai Ronast Subedi Rebati Gaire E. Vazquez Danail Stoyanov OOD 16 43 0 02 Apr 2022
UNetFormer: A Unified Vision Transformer Model and Pre-Training Framework for 3D Medical Image Segmentation Ali Hatamizadeh Ziyue Xu Dong Yang Wenqi Li H. Roth Daguang Xu ViT MedIm 37 29 0 01 Apr 2022
L^3U-net: Low-Latency Lightweight U-net Based Image Segmentation Model for Parallel CNN Processors O. E. Okman Mehmet Gorkem Ulkar Gulnur Selda Uyanik SSeg 32 4 0 30 Mar 2022
Region of Interest focused MRI to Synthetic CT Translation using Regression and Classification Multi-task Network S. Kaushik M. Bylund C. Cozzini D. Shanbhag S. Petit ... K. Chandrasekharan J. Jonsson T. Nyholm F. Wiesinger Bjoern H. Menze 14 4 0 30 Mar 2022
Target and Task specific Source-Free Domain Adaptive Image Segmentation VS Vibashan Jeya Maria Jose Valanarasu Vishal M. Patel OOD 32 17 0 29 Mar 2022
OSOP: A Multi-Stage One Shot Object Pose Estimation Framework I. Shugurov Fu Li Benjamin Busam Slobodan Ilic 40 85 0 29 Mar 2022
Category Guided Attention Network for Brain Tumor Segmentation in MRI Jiangyun Li Hong Yu Chen Chen Meng Ding Sen Zha 19 13 0 29 Mar 2022
Harmonizing Pathological and Normal Pixels for Pseudo-healthy Synthesis Yunlong Zhang Xin Lin Yihong Zhuang LiyanSun Yue Huang Xinghao Ding Guisheng Wang Ling Yang Yizhou Yu MedIm 14 6 0 29 Mar 2022
CAT-Net: A Cross-Slice Attention Transformer Model for Prostate Zonal Segmentation in MRI A. Hung Haoxin Zheng Qi Miao S. Raman D. Terzopoulos Kyunghyun Sung ViT MedIm 38 44 0 29 Mar 2022
Towards End-to-End Unified Scene Text Detection and Layout Analysis Shangbang Long Siyang Qin Dmitry Panteleev Alessandro Bissacco Yasuhisa Fujii Michalis Raptis 41 89 0 28 Mar 2022
Adaptation to CT Reconstruction Kernels by Enforcing Cross-domain Feature Maps Consistency Stanislav Shimovolos Andrey Shushko Mikhail Belyaev B. Shirokikh OOD 24 1 0 28 Mar 2022
Translation Consistent Semi-supervised Segmentation for 3D Medical Images Yuyuan Liu Yu Tian Chong Wang Yuanhong Chen Fengbei Liu Vasileios Belagiannis G. Carneiro 3DV 29 15 0 28 Mar 2022
Salt Detection Using Segmentation of Seismic Image M. Sarkar 14 0 0 25 Mar 2022
High-Performance Transformer Tracking Xin Chen B. Yan Jiawen Zhu Huchuan Lu Xiang Ruan D. Wang ViT 30 33 0 25 Mar 2022
Sparse Instance Activation for Real-Time Instance Segmentation Tianheng Cheng Xinggang Wang Shaoyu Chen Wenqiang Zhang Qian Zhang Chang Huang Zhaoxiang Zhang Wenyu Liu ISeg 35 128 0 24 Mar 2022
Unsupervised Salient Object Detection with Spectral Cluster Voting Gyungin Shin Samuel Albanie Weidi Xie 36 65 0 23 Mar 2022
MONAI Label: A framework for AI-assisted Interactive Labeling of 3D Medical Images A. Diaz-Pinto Sachidanand Alle V. Nath Yucheng Tang Alvin Ihsani ... Daguang Xu Prerna Dogra Sebastien Ourselin Andrew Feng M. Jorge Cardoso 32 72 0 23 Mar 2022
Binary Morphological Neural Network T. Aouad Hugues Talbot MedIm 21 6 0 23 Mar 2022
Evaluation of Non-Invasive Thermal Imaging for detection of Viability of Onchocerciasis worms Ronak Dedhiya S. Kakileti Goutham Deepu K. Gopinath N. Opoku C. King G. Manjunath 16 1 0 23 Mar 2022
Semi-Supervised Hybrid Spine Network for Segmentation of Spine MR Images Meiyan Huang Shuoling Zhou Xiumei Chen Haoran Lai Qianjin Feng 14 17 0 23 Mar 2022