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
Uncovering Main Causalities for Long-tailed Information Extraction Guoshun Nan Jiaqi Zeng Rui Qiao Zhijiang Guo Wei Lu CML 84 47 0 11 Sep 2021
Balancing Methods for Multi-label Text Classification with Long-Tailed Class Distribution Yi Huang Buse Giledereli Abdullatif Köksal Arzucan Özgür Elif Özkirimli VLM 94 81 0 10 Sep 2021
UCTransNet: Rethinking the Skip Connections in U-Net from a Channel-wise Perspective with Transformer Haonan Wang Peng Cao Jiaqi Wang Osmar R. Zaiane MedIm ViT 216 753 0 09 Sep 2021
Towards Fully Automated Segmentation of Rat Cardiac MRI by Leveraging Deep Learning Frameworks Daniel Fernandez-Llaneza Andrea Gondova Harris Vince A. Patra M. Zurek P. Konings Patrik Kagelid L. Hultin 29 4 0 09 Sep 2021
Panoptic SegFormer: Delving Deeper into Panoptic Segmentation with Transformers Zhiqi Li Wenhai Wang Enze Xie Zhiding Yu Anima Anandkumar J. Álvarez Ping Luo Tong Lu ViT 165 140 0 08 Sep 2021
FDA: Feature Decomposition and Aggregation for Robust Airway Segmentation Minghui Zhang Xin Yu Hanxiao Zhang Hao Zheng Weihao Yu Hong Pan Xiang-Ran Cai Yun Gu 3DPC 44 21 0 07 Sep 2021
FaBiAN: A Fetal Brain magnetic resonance Acquisition Numerical phantom Hélène Lajous C. Roy T. Hilbert Priscille de Dumast S. Tourbier ... Vincent Dunet Mériam Koob Thomas Kober M. Stuber These authors contributed equally to this work. 22 2 0 06 Sep 2021
Deep learning facilitates fully automated brain image registration of optoacoustic tomography and magnetic resonance imaging Yexing Hu Berkan Lafci Artur Luzgin Hao Wang J. Klohs X. Deán‐Ben R. Ni D. Razansky Wuwei Ren 50 11 0 04 Sep 2021
Hierarchical 3D Feature Learning for Pancreas Segmentation Federica Proietto Salanitri Giovanni Bellitto Ismail Irmakci S. Palazzo Ulas Bagci C. Spampinato MedIm 44 10 0 03 Sep 2021
Ensemble CNN and Uncertainty Modeling to Improve Automatic Identification/Segmentation of Multiple Sclerosis Lesions in Magnetic Resonance Imaging G. Placidi Luigi Cinque D. Iacoviello F. Mignosi M. Polsinelli 64 1 0 26 Aug 2021
ICM-3D: Instantiated Category Modeling for 3D Instance Segmentation Ruihang Chu Yukang Chen Tao Kong Lu Qi Lei Li 3DV ISeg 3DPC 86 23 0 26 Aug 2021
Improving the Reliability of Semantic Segmentation of Medical Images by Uncertainty Modeling with Bayesian Deep Networks and Curriculum Learning Sora Iwamoto B. Raytchev Toru Tamaki K. Kaneda UQCV 44 6 0 26 Aug 2021
GlassNet: Label Decoupling-based Three-stream Neural Network for Robust Image Glass Detection Chengyu Zheng Ding Shi Xue-feng Yan Dong Liang M. wei X. Yang Yanwen Guo H. Xie 52 10 0 25 Aug 2021
Efficient Medical Image Segmentation Based on Knowledge Distillation Dian Qin Jiajun Bu Zhe Liu Xin Shen Sheng Zhou Jingjun Gu Zhihong Wang Lei Wu Hui-Fen Dai 74 130 0 23 Aug 2021
Systematic Clinical Evaluation of A Deep Learning Method for Medical Image Segmentation: Radiosurgery Application B. Shirokikh A. Dalechina A. Shevtsov Egor Krivov V. Kostjuchenko A. Durgaryan M. Galkin A. Golanov Mikhail Belyaev 65 6 0 21 Aug 2021
Medical Image Segmentation with 3D Convolutional Neural Networks: A Survey S. Niyas S. Pawan Anand Kumar Jeny Rajan MedIm 94 89 0 19 Aug 2021
Box-Adapt: Domain-Adaptive Medical Image Segmentation using Bounding BoxSupervision Yanwu Xu Biwei Huang Shaoan Xie Kayhan Batmanghelich OOD 39 7 0 19 Aug 2021
Fully Convolutional Networks for Panoptic Segmentation with Point-based Supervision Yanwei Li Hengshuang Zhao Xiaojuan Qi Yukang Chen Lu Qi Liwei Wang Zeming Li Jian Sun Jiaya Jia 106 51 0 17 Aug 2021
A Dense Siamese U-Net trained with Edge Enhanced 3D IOU Loss for Image Co-segmentation Xi Liu Xiabi Liu Huiyu Li Xiaopeng Gong 32 0 0 17 Aug 2021
Instance Segmentation in 3D Scenes using Semantic Superpoint Tree Networks Zhihao Liang Zhihao Li Songcen Xu Mingkui Tan Kui Jia 3DPC 69 128 0 17 Aug 2021
Polyp-PVT: Polyp Segmentation with Pyramid Vision Transformers B. Dong Wenhai Wang Deng-Ping Fan Jinpeng Li Huazhu Fu Ling Shao ViT MedIm 79 328 0 16 Aug 2021
Occlusion-Aware Video Object Inpainting Lei Ke Yu-Wing Tai Chi-Keung Tang VOS 83 35 0 15 Aug 2021
Learning Open-World Object Proposals without Learning to Classify Dahun Kim Nayeon Lee A. Angelova In So Kweon Weicheng Kuo SSeg 75 129 0 15 Aug 2021
SOTR: Segmenting Objects with Transformers Ruohao Guo Dantong Niu Liao Qu Zhenbo Li ViT 80 104 0 15 Aug 2021
SimCVD: Simple Contrastive Voxel-Wise Representation Distillation for Semi-Supervised Medical Image Segmentation Chenyu You Yuan Zhou Ruihan Zhao Lawrence H. Staib James S. Duncan 133 229 0 13 Aug 2021
Known Operator Learning and Hybrid Machine Learning in Medical Imaging -- A Review of the Past, the Present, and the Future Andreas K. Maier Harald Kostler M. Heisig P. Krauss S. Yang MedIm 118 30 0 10 Aug 2021
Automated Olfactory Bulb Segmentation on High Resolutional T2-Weighted MRI Santiago Estrada Ran Lu K. Diers W. Zeng P. Ehses T. Stöcker M. Breteler M. Reuter 55 12 0 09 Aug 2021
Deep Learning methods for automatic evaluation of delayed enhancement-MRI. The results of the EMIDEC challenge A. Lalande Zhihao Chen T. Pommier Thomas Decourselle Abdul Qayyum ... Yichi Zhang Lihao Liu Xiahai Zhuang R. Couturier F. Mériaudeau 82 43 0 09 Aug 2021
TransForensics: Image Forgery Localization with Dense Self-Attention Jing Hao Zhixin Zhang Shicai Yang Di Xie Shiliang Pu AAML ViT 67 50 0 09 Aug 2021
Towards to Robust and Generalized Medical Image Segmentation Framework Yurong Chen OOD 55 3 0 09 Aug 2021
Uncertainty-Based Dynamic Graph Neighborhoods For Medical Segmentation U. Demir Atahan Ozer Y. Sahin Gözde B. Ünal 52 3 0 06 Aug 2021
Basis Scaling and Double Pruning for Efficient Inference in Network-Based Transfer Learning Ken C. L. Wong Satyananda Kashyap Mehdi Moradi 29 2 0 06 Aug 2021
Automatic cerebral hemisphere segmentation in rat MRI with lesions via attention-based convolutional neural networks Juan Miguel Valverde Artem Shatillo Riccardo De Feo Jussi Tohka MedIm 46 7 0 04 Aug 2021
Region-wise Loss for Biomedical Image Segmentation Juan Miguel Valverde Jussi Tohka 34 6 0 03 Aug 2021
Recurrent Mask Refinement for Few-Shot Medical Image Segmentation Hao Tang Xingwei Liu Shanlin Sun Xiangyi Yan Xiaohui Xie 81 102 0 02 Aug 2021
Synth-by-Reg (SbR): Contrastive learning for synthesis-based registration of paired images Adrià Casamitjana M. Mancini Juan Eugenio Iglesias MedIm 45 14 0 30 Jul 2021
Open-World Entity Segmentation Lu Qi Jason Kuen Yi Wang Jiuxiang Gu Hengshuang Zhao Zhe Lin Philip Torr Jiaya Jia OCL SSeg VLM 146 82 0 29 Jul 2021
U-GAT: Multimodal Graph Attention Network for COVID-19 Outcome Prediction Matthias Keicher Hendrik Burwinkel David Bani-Harouni Magdalini Paschali Tobias Czempiel E. Burian Marcus R. Makowski R. Braren Nassir Navab T. Wendler 86 7 0 29 Jul 2021
Recurrent U-net for automatic pelvic floor muscle segmentation on 3D ultrasound F. V. D. Noort B. Sirmaçek C. Slump 19 6 0 29 Jul 2021
Realistic Ultrasound Image Synthesis for Improved Classification of Liver Disease Hui Che S. Ramanathan D. Foran J. Nosher Vishal M. Patel Ilker Hacihaliloglu GAN MedIm 31 4 0 27 Jul 2021
3D AGSE-VNet: An Automatic Brain Tumor MRI Data Segmentation Framework Xi Guan Guang Yang Jianming Ye Weiji Yang Xiaomei Xu Weiwei Jiang Xiaobo Lai 46 117 0 26 Jul 2021
CP-loss: Connectivity-preserving Loss for Road Curb Detection in Autonomous Driving with Aerial Images Zhenhua Xu Yuxiang Sun Lujia Wang Ming-Yuan Liu 43 13 0 26 Jul 2021
Crosslink-Net: Double-branch Encoder Segmentation Network via Fusing Vertical and Horizontal Convolutions Qian Yu Lei Qi Luping Zhou Lei Wang Yilong Yin Yinghuan Shi Wuzhang Wang Yang Gao 22 2 0 24 Jul 2021
Unsupervised Domain Adaptation for Video Semantic Segmentation Inkyu Shin Kwanyong Park Sanghyun Woo In So Kweon 75 11 0 23 Jul 2021
AD-GAN: End-to-end Unsupervised Nuclei Segmentation with Aligned Disentangling Training Kai Yao Kaizhu Huang Jie Sun Curran Jude MedIm 47 9 0 23 Jul 2021
Improving Polyphonic Sound Event Detection on Multichannel Recordings with the Sørensen-Dice Coefficient Loss and Transfer Learning Karn N. Watcharasupat Thi Ngoc Tho Nguyen Ngoc Khanh Nguyen Zhen Jian Lee Douglas L. Jones W. Gan 116 0 0 22 Jul 2021
Modality-aware Mutual Learning for Multi-modal Medical Image Segmentation Yao Zhang Jiawei Yang Jiang Tian Zhongchao Shi Cheng Zhong Yang Zhang Zhiqiang He 85 97 0 21 Jul 2021
SynthSeg: Segmentation of brain MRI scans of any contrast and resolution without retraining Benjamin Billot Douglas N. Greve Oula Puonti A. Thielscher Koen van Leemput Bruce Fischl Adrian Dalca Juan Eugenio Iglesias OOD MedIm 119 292 0 20 Jul 2021
LeViT-UNet: Make Faster Encoders with Transformer for Medical Image Segmentation Guoping Xu Xingrong Wu Xuan Zhang Xinwei He ViT MedIm 84 202 0 19 Jul 2021
Flood Segmentation on Sentinel-1 SAR Imagery with Semi-Supervised Learning Sayak Paul Siddha Ganju 62 28 0 18 Jul 2021