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
HyperSegNAS: Bridging One-Shot Neural Architecture Search with 3D Medical Image Segmentation using HyperNet Cheng-Fang Peng Andriy Myronenko Ali Hatamizadeh V. Nath M. R. Siddiquee Yufan He Daguang Xu Ramalingam Chellappa Dong Yang SSeg 60 23 0 20 Dec 2021
Anisotropic mesh adaptation for region-based segmentation accounting for image spatial information M. Giacomini S. Perotto 34 9 0 19 Dec 2021
QU-BraTS: MICCAI BraTS 2020 Challenge on Quantifying Uncertainty in Brain Tumor Segmentation - Analysis of Ranking Scores and Benchmarking Results Raghav Mehta Angelos Filos Ujjwal Baid C. Sako Richard McKinley ... Christos Davatzikos Bjoern Menze Spyridon Bakas Y. Gal Tal Arbel UQCV 100 49 0 19 Dec 2021
GPEX, A Framework For Interpreting Artificial Neural Networks Amir Akbarnejad G. Bigras Nilanjan Ray 67 4 0 18 Dec 2021
Local contrastive loss with pseudo-label based self-training for semi-supervised medical image segmentation K. Chaitanya Ertunc Erdil Neerav Karani E. Konukoglu SSL 83 132 0 17 Dec 2021
SeqFormer: Sequential Transformer for Video Instance Segmentation Junfeng Wu Yi Jiang S. Bai Wenqing Zhang Xiang Bai ViT 113 104 0 15 Dec 2021
Segmentation-Reconstruction-Guided Facial Image De-occlusion Xiangnan Yin Di Huang Zehua Fu Yunhong Wang Liming Chen 3DH CVBM 73 7 0 15 Dec 2021
Decoupling Zero-Shot Semantic Segmentation Jian Ding Nan Xue Guisong Xia Dengxin Dai VLM 112 195 0 15 Dec 2021
An Interpretive Constrained Linear Model for ResNet and MgNet Juncai He Jinchao Xu Lian Zhang Jianqing Zhu 74 18 0 14 Dec 2021
PP-HumanSeg: Connectivity-Aware Portrait Segmentation with a Large-Scale Teleconferencing Video Dataset Lutao Chu Yi Liu Zewu Wu Shiyu Tang Guowei Chen ... Juncai Peng Zhiliang Yu Zeyu Chen Baohua Lai Haoyi Xiong 3DH 57 25 0 14 Dec 2021
PATO: Producibility-Aware Topology Optimization using Deep Learning for Metal Additive Manufacturing Naresh S. Iyer Amir M. Mirzendehdel S. Raghavan Yang Jiao Erva Ulu M. Behandish S. Nelaturi D. Robinson AI4CE 50 10 0 08 Dec 2021
VISOLO: Grid-Based Space-Time Aggregation for Efficient Online Video Instance Segmentation Sunggeun Han Sukjun Hwang Seoung Wug Oh Yeonchool Park Hyunwoo J. Kim Minjung Kim Seon Joo Kim 76 30 0 08 Dec 2021
Deep Level Set for Box-supervised Instance Segmentation in Aerial Images Wentong Li Yijie Chen Wenyu Liu Jianke Zhu 55 2 0 07 Dec 2021
Uncertainty-Guided Mutual Consistency Learning for Semi-Supervised Medical Image Segmentation Yichi Zhang Rushi Jiao Qingcheng Liao Dongyang Li Jicong Zhang 59 60 0 05 Dec 2021
Hybrid Instance-aware Temporal Fusion for Online Video Instance Segmentation Xiang Li Jinglu Wang Xiao Li Yan Lu 79 19 0 03 Dec 2021
Masked-attention Mask Transformer for Universal Image Segmentation Bowen Cheng Ishan Misra Alex Schwing Alexander Kirillov Rohit Girdhar ISeg 286 2,393 0 02 Dec 2021
FIBA: Frequency-Injection based Backdoor Attack in Medical Image Analysis Yu Feng Benteng Ma Jing Zhang Shanshan Zhao Yong-quan Xia Dacheng Tao AAML 108 87 0 02 Dec 2021
Leveraging Human Selective Attention for Medical Image Analysis with Limited Training Data Yifei Huang Xiaoxiao Li Lijin Yang Lin Gu Yingying Zhu Hirofumi Seo Qiuming Meng Tatsuya Harada Yoichi Sato MedIm 75 9 0 02 Dec 2021
Improving the Segmentation of Pediatric Low-Grade Gliomas through Multitask Learning Partoo Vafaeikia M. Wagner U. Tabori B. Ertl-Wagner Farzad Khalvati 29 7 0 29 Nov 2021
End-to-End Referring Video Object Segmentation with Multimodal Transformers Adam Botach Evgenii Zheltonozhskii Chaim Baskin VOS 97 148 0 29 Nov 2021
Attention-based Feature Decomposition-Reconstruction Network for Scene Text Detection Qi Zhao Yufei Wang Shuchang Lyu Lijiang Chen 53 1 0 29 Nov 2021
A Robust Volumetric Transformer for Accurate 3D Tumor Segmentation Himashi Peiris Munawar Hayat Zhaolin Chen Gary Egan Mehrtash Harandi ViT MedIm 78 135 0 26 Nov 2021
Non Parametric Data Augmentations Improve Deep-Learning based Brain Tumor Segmentation Hadas Ben-Atya Ori Rajchert L. Goshen Moti Freiman 30 4 0 25 Nov 2021
Source-free unsupervised domain adaptation for cross-modality abdominal multi-organ segmentation Jin Hong Yudong Zhang Weitian Chen OOD MedIm 107 86 0 24 Nov 2021
MICS : Multi-steps, Inverse Consistency and Symmetric deep learning registration network Théo Estienne Maria Vakalopoulou Enzo Battistella T. Henry Marvin Lerousseau A. Leroy Nikos Paragios Eric Deutsch 89 6 0 23 Nov 2021
Adversarial Examples on Segmentation Models Can be Easy to Transfer Jindong Gu Hengshuang Zhao Volker Tresp Philip Torr AAML 76 14 0 22 Nov 2021
Exploring Feature Representation Learning for Semi-supervised Medical Image Segmentation Huimin Wu Xuelong Li Kwang-Ting Cheng 87 16 0 22 Nov 2021
One-shot Weakly-Supervised Segmentation in Medical Images Wenhui Lei Q. Su Ran Gu Na Wang Xinglong Liu Guotai Wang Xiaofan Zhang Shaoting Zhang 45 2 0 21 Nov 2021
MaIL: A Unified Mask-Image-Language Trimodal Network for Referring Image Segmentation Zizhang Li Mengmeng Wang Jianbiao Mei Yong Liu 73 19 0 21 Nov 2021
TransMorph: Transformer for unsupervised medical image registration Junyu Chen Eric C. Frey Yufan He W. Paul Segars Ye Li Yong Du ViT MedIm 174 328 0 19 Nov 2021
Edge-preserving Domain Adaptation for semantic segmentation of Medical Images Thong Vo N. Khan OOD MedIm 22 2 0 18 Nov 2021
Adaptive Shrink-Mask for Text Detection Chuan Yang Mulin. Chen Yuan. Yuan Qi. Wang Xuelong Li 44 0 0 18 Nov 2021
Interactive Medical Image Segmentation with Self-Adaptive Confidence Calibration Wenhao Li Qisen Xu Chuyun Shen Bin Hu Fengping Zhu Yuxin Li Bo Jin Xiangfeng Wang 95 5 0 15 Nov 2021
T-AutoML: Automated Machine Learning for Lesion Segmentation using Transformers in 3D Medical Imaging Dong Yang Andriy Myronenko Xiaosong Wang Ziyue Xu H. Roth Daguang Xu ViT MedIm 3DV 60 24 0 15 Nov 2021
Advancing Brain Metastases Detection in T1-Weighted Contrast-Enhanced 3D MRI using Noisy Student-based Training Engin Dikici X. V. Nguyen M. Bigelow J. Ryu Luciano M Prevedello 48 7 0 10 Nov 2021
ResNEsts and DenseNEsts: Block-based DNN Models with Improved Representation Guarantees Kuan-Lin Chen Ching-Hua Lee H. Garudadri Bhaskar D. Rao AI4TS 102 6 0 10 Nov 2021
DR-VNet: Retinal Vessel Segmentation via Dense Residual UNet Ali Karaali Rozenn Dahyot Donal J. Sexton 68 25 0 08 Nov 2021
Mixed Transformer U-Net For Medical Image Segmentation Hongyi Wang Shiao Xie Lanfen Lin Yutaro Iwamoto X. Han Yenwei Chen Ruofeng Tong ViT MedIm 76 253 0 08 Nov 2021
Edge Tracing using Gaussian Process Regression Jamie Burke Stuart King 30 11 0 05 Nov 2021
Hepatic vessel segmentation based on 3D swin-transformer with inductive biased multi-head self-attention Mian Wu Yinling Qian Xiangyun Liao Qiong Wang Pheng-Ann Heng MedIm 140 31 0 05 Nov 2021
Automatic ultrasound vessel segmentation with deep spatiotemporal context learning Baichuan Jiang Alvin I. Chen S. Bharat Mingxin Zheng 53 6 0 03 Nov 2021
Comparing Bayesian Models for Organ Contouring in Head and Neck Radiotherapy P. Mody Nicolas F. Chaves-de-Plaza Klaus Hildebrandt R. Egmond H. Ridder Marius Staring UQCV 44 7 0 01 Nov 2021
Sub-cortical structure segmentation database for young population J. Sivaswamy A. J. Thottupattu V. Mythri Raghav Mehta R. Sheelakumari C. Kesavadas 43 2 0 01 Nov 2021
PointNu-Net: Keypoint-assisted Convolutional Neural Network for Simultaneous Multi-tissue Histology Nuclei Segmentation and Classification Kai Yao Kaizhu Huang Jie Sun Amir Hussain 27 11 0 01 Nov 2021
Redundancy Reduction in Semantic Segmentation of 3D Brain Tumor MRIs M. R. Siddiquee Andriy Myronenko 55 17 0 01 Nov 2021
Incorporating Boundary Uncertainty into loss functions for biomedical image segmentation Michael Yeung Guang Yang Evis Sala Carola-Bibiane Schönlieb L. Rundo UQCV 15 4 0 31 Oct 2021
Calibrating the Dice loss to handle neural network overconfidence for biomedical image segmentation Michael Yeung L. Rundo Yang Nan Evis Sala Carola-Bibiane Schönlieb Guang Yang UQCV 60 34 0 31 Oct 2021
M2MRF: Many-to-Many Reassembly of Features for Tiny Lesion Segmentation in Fundus Images Qing Liu Haotian Liu Wei Ke Yixiong Liang 47 6 0 30 Oct 2021
Distributing Deep Learning Hyperparameter Tuning for 3D Medical Image Segmentation J. L. Berral Oriol Aranda J. L. Domínguez Jordi Torres OOD 42 3 0 29 Oct 2021
3D-OOCS: Learning Prostate Segmentation with Inductive Bias Shrajan Bhandary Z. Babaiee D. Kostyszyn T. Fechter C. Zamboglou Anca-Ligia Grosu Radu Grosu 27 1 0 29 Oct 2021