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
Analysis of the performance of U-Net neural networks for the segmentation of living cells André O. Franccani SSeg 19 2 0 04 Oct 2022
Complementary consistency semi-supervised learning for 3D left atrial image segmentation Hejun Huang Zuguo Chen Chaoyang Chen Ming Lu Ying Zou 46 280 0 04 Oct 2022
Learning Equivariant Segmentation with Instance-Unique Querying Wenguan Wang James Liang Dongfang Liu ISeg 48 48 0 03 Oct 2022
Verifiable and Energy Efficient Medical Image Analysis with Quantised Self-attentive Deep Neural Networks Rakshith Sathish S. Khare Debdoot Sheet 42 4 0 30 Sep 2022
Data Augmentation using Feature Generation for Volumetric Medical Images K. Mehra Hassan H. Soliman S. R. Sahoo OOD MedIm 36 0 0 28 Sep 2022
Sauron U-Net: Simple automated redundancy elimination in medical image segmentation via filter pruning Juan Miguel Valverde Artem Shatillo Jussi Tohka AAML 34 5 0 27 Sep 2022
Mine yOur owN Anatomy: Revisiting Medical Image Segmentation with Extremely Limited Labels Chenyu You Weicheng Dai Fenglin Liu Yifei Min Haoran Su Xiaoran Zhang Xiaoxiao Li David Clifton Lawrence H. Staib James S. Duncan 56 50 0 27 Sep 2022
A comparative study of attention mechanism and generative adversarial network in facade damage segmentation F. Lin Jiesheng Yang Jian-Hua Shu Raimar J. Scherer GAN 17 0 0 27 Sep 2022
Beyond Voxel Prediction Uncertainty: Identifying brain lesions you can trust Benjamin Lambert Florence Forbes Senan Doyle A. Tucholka M. Dojat UQCV MedIm 26 6 0 22 Sep 2022
A CT-Based Airway Segmentation Using U $^2$ -net Trained by the Dice Loss Function Kunpeng Wang Yuexi Dong Yunpu Zeng Zhichun Ye Yang Wang 29 0 0 22 Sep 2022
Self-adversarial Multi-scale Contrastive Learning for Semantic Segmentation of Thermal Facial Images Jitesh Joshi N. Bianchi-Berthouze Youngjun Cho 21 7 0 21 Sep 2022
Understanding the Tricks of Deep Learning in Medical Image Segmentation: Challenges and Future Directions Dong-Ming Zhang Yi-Mou Lin Hao Chen Zhuotao Tian Xin Yang Jinhui Tang Kwang-Ting Cheng VLM 39 11 0 21 Sep 2022
Automatic Tumor Segmentation via False Positive Reduction Network for Whole-Body Multi-Modal PET/CT Images Yige Peng Jinman Kim Dagan Feng Lei Bi MedIm 22 5 0 16 Sep 2022
On the Optimal Combination of Cross-Entropy and Soft Dice Losses for Lesion Segmentation with Out-of-Distribution Robustness Adrian Galdran G. Carneiro M. A. G. Ballester OOD 26 17 0 13 Sep 2022
PointScatter: Point Set Representation for Tubular Structure Extraction Dong Wang Zhao Zhang Zi-Long Zhao Yuhang Liu Yihong Chen Liwei Wang 3DPC 50 10 0 13 Sep 2022
Moving from 2D to 3D: volumetric medical image classification for rectal cancer staging Joohyun Lee J. Oh Inkyu Shin You-sung Kim D. Sohn Tae-Sung Kim In So Kweon MedIm 32 4 0 13 Sep 2022
Preserving Privacy in Federated Learning with Ensemble Cross-Domain Knowledge Distillation Xuan Gong Abhishek Sharma Srikrishna Karanam Ziyan Wu Terrence Chen David Doermann Arun Innanje FedML 30 70 0 10 Sep 2022
A multi view multi stage and multi window framework for pulmonary artery segmentation from CT scans Zeyu Liu Yi Wang Jing Wen Yong Zhang Hao-lin Yin Chaoheng Guo Zhongyu Wang 16 0 0 08 Sep 2022
Text Growing on Leaf Chuan Yang Mulin. Chen Yuan. Yuan Qi. Wang 23 17 0 07 Sep 2022
Zoom Text Detector Chuang. Yang Mulin. Chen Yuan. Yuan Qi. Wang 38 9 0 07 Sep 2022
Deep Learning-Based Automatic Diagnosis System for Developmental Dysplasia of the Hip Yang Li Leo Yan Li-Han H. Tian 29 1 0 07 Sep 2022
Inversion of Time-Lapse Surface Gravity Data for Detection of 3D CO $_2$ Plumes via Deep Learning A. Celaya B. Denel Yen Sun Mauricio Araya-Polo A. Price 3DPC 34 10 0 06 Sep 2022
Fuzzy Attention Neural Network to Tackle Discontinuity in Airway Segmentation Yang Nan Javier Del Ser Zeyu Tang Pen Tang Xiaodan Xing Yingying Fang Francisco Herrera Witold Pedrycz Simon Walsh Guang Yang 30 26 0 05 Sep 2022
Robust machine learning segmentation for large-scale analysis of heterogeneous clinical brain MRI datasets Benjamin Billot C. Magdamo You Cheng S. Arnold Sudeshna Das Juan Eugenio Iglesias 26 98 0 05 Sep 2022
Boundary-Aware Network for Abdominal Multi-Organ Segmentation Shishuai Hu Zehui Liao Yong-quan Xia 24 0 0 29 Aug 2022
Boundary-Aware Network for Kidney Parsing Shishuai Hu Yiwen Ye Zehui Liao Yong-quan Xia MedIm 28 2 0 29 Aug 2022
VMFormer: End-to-End Video Matting with Transformer Jiacheng Li Vidit Goel Marianna Ohanyan Shant Navasardyan Yunchao Wei Humphrey Shi ViT 38 18 0 26 Aug 2022
Q-Net: Query-Informed Few-Shot Medical Image Segmentation Qianqian Shen Yanan Li Jiyong Jin B. Liu OOD 24 26 0 24 Aug 2022
CM-MLP: Cascade Multi-scale MLP with Axial Context Relation Encoder for Edge Segmentation of Medical Image Jinkai Lv Yuyong Hu Quanshui Fu Zhiwang Zhang Yuqiang Hu Lin Lv Guoqing Yang Jinpeng Li Yi Zhao MedIm 28 9 0 23 Aug 2022
Ensemble uncertainty as a criterion for dataset expansion in distinct bone segmentation from upper-body CT images Eva Schnider Antal Huck M. Toranelli G. Rauter A. Zam M. Müller-Gerbl Philippe C. Cattin 25 1 0 19 Aug 2022
EAA-Net: Rethinking the Autoencoder Architecture with Intra-class Features for Medical Image Segmentation Shiqiang Ma Xia Li Jijun Tang Fei Guo 27 3 0 19 Aug 2022
Single-Stage Open-world Instance Segmentation with Cross-task Consistency Regularization Xizhe Xue Dongdong Yu Lingqiao Liu Yu Liu Satoshi Tsutsui Ying Li Zehuan Yuan Ping Song Mike Zheng Shou ISeg 30 4 0 18 Aug 2022
An Efficient Multi-Scale Fusion Network for 3D Organ at Risk (OAR) Segmentation Abhishek Srivastava Debesh Jha Elif Keles B. Aydogan M. Abazeed Ulas Bagci MedIm 22 6 0 15 Aug 2022
Where is VALDO? VAscular Lesions Detection and segmentatiOn challenge at MICCAI 2021 Carole H. Sudre K. V. Wijnen Florian Dubost H. Adams D. Atkinson ... F. Wolters P. Yilmaz M. Groot Meike W. Vernooij Marleen de Bruijne 34 19 0 15 Aug 2022
Extraction of Pulmonary Airway in CT Scans Using Deep Fully Convolutional Networks Shaofeng Yuan MedIm 31 2 0 12 Aug 2022
Voxels Intersecting along Orthogonal Levels Attention U-Net for Intracerebral Haemorrhage Segmentation in Head CT Qinghui Liu B. MacIntosh Till Schellhorn Karoline Skogen K. Emblem A. Bjørnerud 44 7 0 12 Aug 2022
Semantic decomposition Network with Contrastive and Structural Constraints for Dental Plaque Segmentation Jian Shi Baoli Sun Xinchen Ye Zhihui Wang Xiaolong Luo Jin Liu Heli Gao Haojie Li 30 8 0 12 Aug 2022
TBI-GAN: An Adversarial Learning Approach for Data Synthesis on Traumatic Brain Segmentation Xiangyun Zhao Di Zang Sheng Wang Zhenrong Shen Kai Xuan ... Xuehai Wu Zheren Li Qian Wang Zengxin Qi Lichi Zhang MedIm 24 2 0 12 Aug 2022
PPMN: Pixel-Phrase Matching Network for One-Stage Panoptic Narrative Grounding Zihan Ding Zixiang Ding Tianrui Hui Junshi Huang Xiaoming Wei Xiaolin K. Wei Si Liu 27 12 0 11 Aug 2022
Bayesian Pseudo Labels: Expectation Maximization for Robust and Efficient Semi-Supervised Segmentation Moucheng Xu Yukun Zhou Chen Jin M. Groot Daniel C. Alexander N. Oxtoby Yipeng Hu Joseph Jacob VLM OOD 24 12 0 08 Aug 2022
Stain-Adaptive Self-Supervised Learning for Histopathology Image Analysis Haili Ye Da-han Wang 27 3 0 08 Aug 2022
Depth Quality-Inspired Feature Manipulation for Efficient RGB-D and Video Salient Object Detection Wenbo Zhang Keren Fu Zhuo Wang Ge-Peng Ji Qijun Zhao 37 1 0 08 Aug 2022
Generalizable Medical Image Segmentation via Random Amplitude Mixup and Domain-Specific Image Restoration Ziqi Zhou Lei Qi Yinghuan Shi 21 33 0 08 Aug 2022
Distributed Contrastive Learning for Medical Image Segmentation Yawen Wu Dewen Zeng Zhepeng Wang Yiyu Shi Jingtong Hu FedML 57 48 0 07 Aug 2022
U-Net vs Transformer: Is U-Net Outdated in Medical Image Registration? Xi Jia Joseph Bartlett Tianyang Zhang Wenqi Lu Zhaowen Qiu Jinming Duan ViT MedIm 33 61 0 07 Aug 2022
Calibrate the inter-observer segmentation uncertainty via diagnosis-first principle Junde Wu Huihui Fang Hoayi Xiong Lixin Duan Mingkui Tan Weihua Yang Huiying Liu Yanwu Xu MedIm 55 1 0 05 Aug 2022
ZLPR: A Novel Loss for Multi-label Classification Jianlin Su Min Zhu Ahmed Murtadha Shengfeng Pan Bo Wen Yunfeng Liu VLM 26 39 0 05 Aug 2022
Automatic Segmentation of the Placenta in BOLD MRI Time Series S. M. Abulnaga Sean I. Young Katherine I. Hobgood Eileen Pan Clinton Jia Wang P. E. Grant Esra Abaci Turk Polina Golland 44 6 0 04 Aug 2022
Occupancy Planes for Single-view RGB-D Human Reconstruction Xiaoming Zhao Yuan-Ting Hu Zhongzheng Ren Alex Schwing 3DH 41 9 0 04 Aug 2022
MinVIS: A Minimal Video Instance Segmentation Framework without Video-based Training De-An Huang Zhiding Yu Anima Anandkumar VLM 58 78 0 03 Aug 2022