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 / 2,404 papers shown

Title
Dual Multi-scale Mean Teacher Network for Semi-supervised Infection Segmentation in Chest CT Volume for COVID-19 Liansheng Wang Jiacheng Wang Lei Zhu Huazhu Fu Ping Li Gary Cheng Zhipeng Feng Shuo Li Pheng-Ann Heng 40 23 0 10 Nov 2022
Improving Uncertainty-based Out-of-Distribution Detection for Medical Image Segmentation Benjamin Lambert Florence Forbes Senan Doyle A. Tucholka M. Dojat UQCV OOD 64 4 0 10 Nov 2022
Radiomics-enhanced Deep Multi-task Learning for Outcome Prediction in Head and Neck Cancer Mingyuan Meng Lei Bi Dagan Feng Jinman Kim 44 14 0 10 Nov 2022
Learning Spatio-Temporal Model of Disease Progression with NeuralODEs from Longitudinal Volumetric Data Dmitrii Lachinov A. Chakravarty C. Grechenig U. Schmidt-Erfurth Hrvoje Bogunović 33 11 0 08 Nov 2022
Theoretical analysis and experimental validation of volume bias of soft Dice optimized segmentation maps in the context of inherent uncertainty J. Bertels D. Robben Dirk Vandermeulen P. Suetens 30 19 0 08 Nov 2022
Astronomia ex machina: a history, primer, and outlook on neural networks in astronomy Michael J. Smith James E. Geach 40 32 0 07 Nov 2022
Large Scale Radio Frequency Wideband Signal Detection & Recognition Luke Boegner Garrett M. Vanhoy Phillip Vallance Manbir Gulati Dresden Feitzinger B. Comar Rob Miller AI4TS 18 6 0 04 Nov 2022
Fighting the scanner effect in brain MRI segmentation with a progressive level-of-detail network trained on multi-site data M. Svanera Mattia Savardi A. Signoroni Sergio Benini L. Muckli 26 3 0 04 Nov 2022
ISA-Net: Improved spatial attention network for PET-CT tumor segmentation Zhengyong Huang Sijuan Zou Guoshuai Wang Zixiang Chen Hao Shen ... Haining Wang Dong Liang Tianye Niu Xiaohua Zhu Zhanli Hu 50 7 0 04 Nov 2022
Translated Skip Connections -- Expanding the Receptive Fields of Fully Convolutional Neural Networks Joshua Bruton Hairong Wang SSeg 17 3 0 03 Nov 2022
MALUNet: A Multi-Attention and Light-weight UNet for Skin Lesion Segmentation Jiacheng Ruan Suncheng Xiang Mingye Xie Ting Liu Yuzhuo Fu 33 134 0 03 Nov 2022
ImageCAS: A Large-Scale Dataset and Benchmark for Coronary Artery Segmentation based on Computed Tomography Angiography Images An Zeng Chunbiao Wu Meiping Huang Jian Zhuang Shanshan Bi ... Tianchen Wang Yiyu Shi Xuelong Li Guisen Lin Xiaowei Xu 30 58 0 03 Nov 2022
Exploring Structure-Wise Uncertainty for 3D Medical Image Segmentation A. Vasiliuk Daria Frolova Mikhail Belyaev B. Shirokikh 41 2 0 01 Nov 2022
Scoliosis Detection using Deep Neural Network Y. Nguyen 31 1 0 31 Oct 2022
AutoBag: Learning to Open Plastic Bags and Insert Objects L. Chen Baiyu Shi Daniel Seita Richard Cheng Thomas Kollar David Held Ken Goldberg SSL 30 37 0 31 Oct 2022
On-the-fly Object Detection using StyleGAN with CLIP Guidance Yu-Ta Lu Shusen Liu Jayaraman J. Thiagarajan W. Sakla Rushil Anirudh VLM ObjD 35 1 0 30 Oct 2022
IB-U-Nets: Improving medical image segmentation tasks with 3D Inductive Biased kernels Shrajan Bhandary Z. Babaiee D. Kostyszyn T. Fechter C. Zamboglou Anca-Ligia Grosu Radu Grosu 40 1 0 28 Oct 2022
Meta-Learning Initializations for Interactive Medical Image Registration Zachary Michael Cieman Baum Yipeng Hu D. Barratt 36 13 0 27 Oct 2022
FAS-UNet: A Novel FAS-driven Unet to Learn Variational Image Segmentation Hui Zhu Shi Shu Jianping Zhang SSeg 27 6 0 27 Oct 2022
Towards Complex Backgrounds: A Unified Difference-Aware Decoder for Binary Segmentation Jie Li Wei He Hongyan Zhang 34 5 0 27 Oct 2022
Segmentation of Multiple Sclerosis Lesions across Hospitals: Learn Continually or Train from Scratch? E. Karthik A. Kerbrat P. Labauge T. Granberg J. Talbott ... Massimo Filippi R. Bakshi V. Callot Sarath Chandar Julien Cohen-Adad CLL 27 4 0 27 Oct 2022
Super-Resolution Based Patch-Free 3D Image Segmentation with High-Frequency Guidance Hongyi Wang Lanfen Lin Hongjie Hu Qingqing Chen Yinhao Li Yutaro Iwamoto X. Han Yen-Wei Chen Ruofeng Tong 3DV 33 0 0 26 Oct 2022
MEW-UNet: Multi-axis representation learning in frequency domain for medical image segmentation Jiacheng Ruan Mingye Xie Suncheng Xiang Ting Liu Yuzhuo Fu ViT 74 12 0 25 Oct 2022
PseudoAugment: Learning to Use Unlabeled Data for Data Augmentation in Point Clouds Zhaoqi Leng Shuyang Cheng Benjamin Caine Weiyue Wang Xiao Zhang Jonathon Shlens Mingxing Tan Drago Anguelov 3DPC 39 14 0 24 Oct 2022
Transformers For Recognition In Overhead Imagery: A Reality Check Francesco Luzi Aneesh Gupta L. Collins Kyle Bradbury Jordan M. Malof ViT 43 4 0 23 Oct 2022
Adversarial Transformer for Repairing Human Airway Segmentation Zeyu Tang Nan Yang Simon Walsh Guang Yang ViT MedIm 32 13 0 21 Oct 2022
Non-Iterative Scribble-Supervised Learning with Pacing Pseudo-Masks for Medical Image Segmentation Zefan Yang Di Lin Dong Ni Yi Wang 15 12 0 20 Oct 2022
TOIST: Task Oriented Instance Segmentation Transformer with Noun-Pronoun Distillation Pengfei Li Beiwen Tian Yongliang Shi Xiaoxue Chen Hao Zhao Guyue Zhou Ya Zhang 44 20 0 19 Oct 2022
Contact2Grasp: 3D Grasp Synthesis via Hand-Object Contact Constraint Haoming Li Xinzhuo Lin Yang Zhou Xiang Li Yuchi Huo Jiming Chen Qi Ye 24 26 0 17 Oct 2022
Cerebrovascular Segmentation via Vessel Oriented Filtering Network Zhanqiang Guo Yao Luan Jianjiang Feng Wangsheng Lu Yin Yin Guangming Yang Jie Zhou 11 0 0 17 Oct 2022
PointNeuron: 3D Neuron Reconstruction via Geometry and Topology Learning of Point Clouds Runkai Zhao Heng Wang Chaoyi Zhang Weidong (Tom) Cai 3DV 26 6 0 15 Oct 2022
Wide Range MRI Artifact Removal with Transformers Lennart Alexander Van der Goten Kevin Smith MedIm 22 5 0 14 Oct 2022
U-HRNet: Delving into Improving Semantic Representation of High Resolution Network for Dense Prediction Jian Wang Xiang Long Guowei Chen Zewu Wu Zeyu Chen Errui Ding SSeg 25 11 0 13 Oct 2022
ConvTransSeg: A Multi-resolution Convolution-Transformer Network for Medical Image Segmentation Zhendi Gong Andrew P French Guoping Qiu Xin Chen ViT MedIm 40 6 0 13 Oct 2022
Intermediate Prototype Mining Transformer for Few-Shot Semantic Segmentation Yuanwei Liu Nian Liu Xiwen Yao Junwei Han 33 61 0 13 Oct 2022
Face Super-Resolution with Progressive Embedding of Multi-scale Face Priors Chenggong Zhang Zhilei Liu SupR CVBM 31 3 0 12 Oct 2022
3D Brain and Heart Volume Generative Models: A Survey Yanbin Liu Girish Dwivedi F. Boussaïd Bennamoun MedIm AI4CE 28 6 0 12 Oct 2022
SegViT: Semantic Segmentation with Plain Vision Transformers Bowen Zhang Zhi Tian Quan Tang Xiangxiang Chu Xiaolin K. Wei Chunhua Shen Yifan Liu ViT 24 135 0 12 Oct 2022
Global Spectral Filter Memory Network for Video Object Segmentation Yong-Jin Liu R. Yu Jiahao Wang Xinyuan Zhao Yitong Wang Yansong Tang Yujiu Yang VOS 42 37 0 11 Oct 2022
Memory transformers for full context and high-resolution 3D Medical Segmentation Loic Themyr Clément Rambour Nicolas Thome Toby Collins Alexandre Hostettler ViT MedIm 34 4 0 11 Oct 2022
Variability Matters : Evaluating inter-rater variability in histopathology for robust cell detection Cholmin Kang C. Lee Heon Song M. Ma Sérgio Pereira 36 5 0 11 Oct 2022
BoxTeacher: Exploring High-Quality Pseudo Labels for Weakly Supervised Instance Segmentation Tianheng Cheng Xinggang Wang Shaoyu Chen Qian Zhang Wenyu Liu ISeg 40 42 0 11 Oct 2022
A Survey of Methods for Addressing Class Imbalance in Deep-Learning Based Natural Language Processing Sophie Henning William H. Beluch Alexander Fraser Annemarie Friedrich 22 20 0 10 Oct 2022
FLamby: Datasets and Benchmarks for Cross-Silo Federated Learning in Realistic Healthcare Settings Jean Ogier du Terrail Samy Ayed Edwige Cyffers Felix Grimberg Chaoyang He ... Sai Praneeth Karimireddy Marco Lorenzi Giovanni Neglia Marc Tommasi M. Andreux FedML 47 144 0 10 Oct 2022
Improved Abdominal Multi-Organ Segmentation via 3D Boundary-Constrained Deep Neural Networks Samra Irshad D. Gomes S. T. Kim 16 13 0 09 Oct 2022
A Learning-based Framework for Topology-Preserving Segmentation using Quasiconformal Mappings Han Zhang L. Lui 42 6 0 07 Oct 2022
FocalUNETR: A Focal Transformer for Boundary-aware Segmentation of CT Images Chengyin Li Yao Qiang Vikram Goddla H. Bagher-Ebadian Prashant Khanduri I. Chetty D. Zhu ViT MedIm 50 9 0 06 Oct 2022
Weak-shot Semantic Segmentation via Dual Similarity Transfer Junjie Chen Li Niu Siyuan Zhou Jianlou Si Chao Qian Liqing Zhang 32 6 0 05 Oct 2022
Trustworthy clinical AI solutions: a unified review of uncertainty quantification in deep learning models for medical image analysis Benjamin Lambert Florence Forbes A. Tucholka Senan Doyle Harmonie Dehaene M. Dojat 34 81 0 05 Oct 2022
Adaptively Weighted Data Augmentation Consistency Regularization for Robust Optimization under Concept Shift Yijun Dong Yuege Xie Rachel A. Ward OOD 24 1 0 04 Oct 2022