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
Mitigating Hallucination in Visual Language Models with Visual Supervision Zhiyang Chen Yousong Zhu Yufei Zhan Zhaowen Li Chaoyang Zhao Jinqiao Wang Ming Tang VLM MLLM 111 33 0 27 Nov 2023
Deep Learning for Vascular Segmentation and Applications in Phase Contrast Tomography Imaging Ekin Yagis S. Aslani Yashvardhan Jain Yang Zhou Shahrokh Rahmani ... M. Ackermann D. Jonigk Paul Tafforeau Peter D Lee Claire L. Walsh 75 4 0 22 Nov 2023
Multi-view Hybrid Graph Convolutional Network for Volume-to-mesh Reconstruction in Cardiovascular MRI Nicolás Gaggion Benjamin A. Matheson Yan Xia Rodrigo Bonazzola Nishant Ravikumar Zeike A. Taylor Diego H. Milone Alejandro F. Frangi Enzo Ferrante 141 4 0 22 Nov 2023
Semi-supervised Medical Image Segmentation via Query Distribution Consistency Rong Wu Dehua Li Cong Zhang 54 1 0 21 Nov 2023
Segment Together: A Versatile Paradigm for Semi-Supervised Medical Image Segmentation Qingjie Zeng Yutong Xie Zilin Lu Mengkang Lu Yicheng Wu Yong-quan Xia 98 4 0 20 Nov 2023
On the Out of Distribution Robustness of Foundation Models in Medical Image Segmentation D. M. Nguyen Tan Ngoc Pham Nghiem Tuong Diep Nghi Quoc Phan Quang Pham ... Ngan Hoang Le Nhat Ho Pengtao Xie Daniel Sonntag Mathias Niepert VLM UQCV OOD 80 7 0 18 Nov 2023
Pseudo Label-Guided Data Fusion and Output Consistency for Semi-Supervised Medical Image Segmentation Tao Wang Yuanbin Chen Xinlin Zhang Yuanbo Zhou Junlin Lan Bizhe Bai Tao Tan Min Du Qinquan Gao Tong Tong 52 0 0 17 Nov 2023
Traffic Sign Interpretation in Real Road Scene Chuan Yang Kai Zhuang Mulin. Chen Haozhao Ma Xu Han Tao Han Changxing Guo Han Han Bingxuan Zhao Qi Wang 92 1 0 17 Nov 2023
CV-Attention UNet: Attention-based UNet for 3D Cerebrovascular Segmentation of Enhanced TOF-MRA Images Syed Farhan Abbas N. Duc Yoon-Oh Song Kyungwon Kim Ekta Srivastava Boreom Lee 38 0 0 16 Nov 2023
VertDetect: Fully End-to-End 3D Vertebral Instance Segmentation Model G. Klein M. Hardisty C. Whyne Anne L. Martel MedIm 29 0 0 16 Nov 2023
Nondestructive, quantitative viability analysis of 3D tissue cultures using machine learning image segmentation Kylie J. Trettner Jeremy Hsieh Weikun Xiao Jerry S.H. Lee A. Armani 42 1 0 15 Nov 2023
Progressive Feedback-Enhanced Transformer for Image Forgery Localization Haochen Zhu Gang Cao Xianglin Huang ViT 116 7 0 15 Nov 2023
Zero-Shot Segmentation of Eye Features Using the Segment Anything Model (SAM) Virmarie Maquiling Sean Anthony Byrne D. Niehorster Marcus Nyström Enkelejda Kasneci VLM 120 14 0 14 Nov 2023
Diagonal Hierarchical Consistency Learning for Semi-supervised Medical Image Segmentation Heejoon Koo 73 0 0 10 Nov 2023
Neural Network Methods for Radiation Detectors and Imaging S. Lin S. Ning H. Zhu T. Zhou C. L. Morris S. Clayton M. Cherukara R. T. Chen Z. Wang AI4CE 66 5 0 09 Nov 2023
CSAM: A 2.5D Cross-Slice Attention Module for Anisotropic Volumetric Medical Image Segmentation A. Hung Haoxin Zheng Kai Zhao Xiaoxi Du Kaifeng Pang Qi Miao Steven S. Raman D. Terzopoulos Kyunghyun Sung 3DPC 59 5 0 08 Nov 2023
Interpretable Geoscience Artificial Intelligence (XGeoS-AI): Application to Demystify Image Recognition Jin‐Jian Xu Hao Zhang C. Tang Lin Li Bin Shi 68 0 0 08 Nov 2023
Temporal Shift -- Multi-Objective Loss Function for Improved Anomaly Fall Detection Stefan Denkovski Shehroz S. Khan Alex Mihailidis 68 2 0 06 Nov 2023
FSDA-DG: Improving Cross-Domain Generalizability of Medical Image Segmentation with Few Source Domain Annotations Zanting Ye Ke Wang Wenbing Lv Qianjin Feng Lijun Lu 66 2 0 05 Nov 2023
Neural Network Reconstruction of the Left Atrium using Sparse Catheter Paths A. Baram Moshe Safran T. Noy Naveh Geri H. Greenspan 20 0 0 04 Nov 2023
M2T2: Multi-Task Masked Transformer for Object-centric Pick and Place Wentao Yuan Adithyavairavan Murali Arsalan Mousavian Dieter Fox 104 24 0 02 Nov 2023
DEFN: Dual-Encoder Fourier Group Harmonics Network for Three-Dimensional Indistinct-Boundary Object Segmentation Xiaohua Jiang Yihao Guo Jian Huang Yuting Wu Meiyi Luo ... Xingru Huang Hong He Shaowei Jiang Jing Ye Mang Xiao 43 0 0 01 Nov 2023
FLODCAST: Flow and Depth Forecasting via Multimodal Recurrent Architectures Andrea Ciamarra Federico Becattini Lorenzo Seidenari A. Bimbo 96 0 0 31 Oct 2023
Med-DANet V2: A Flexible Dynamic Architecture for Efficient Medical Volumetric Segmentation Haoran Shen Yifu Zhang Wenxuan Wang Chen Chen Jing Liu Shanshan Song Jiangyun Li MedIm 60 0 0 28 Oct 2023
Semi-Supervised Panoptic Narrative Grounding Danni Yang Jiayi Ji Xiaoshuai Sun Haowei Wang Yinan Li Yiwei Ma Rongrong Ji 84 5 0 27 Oct 2023
Anatomically-aware Uncertainty for Semi-supervised Image Segmentation V. SukeshAdiga Jose Dolz H. Lombaert UQCV 80 26 0 24 Oct 2023
Towards contrast-agnostic soft segmentation of the spinal cord Sandrine Bédard E. Karthik C. Tsagkas E. Pravatà Cristina Granziera Andrew C. Smith K. A. Weber Julien Cohen-Adad 65 12 0 23 Oct 2023
SAM-CLIP: Merging Vision Foundation Models towards Semantic and Spatial Understanding Haoxiang Wang Pavan Kumar Anasosalu Vasu Fartash Faghri Raviteja Vemulapalli Mehrdad Farajtabar Sachin Mehta Mohammad Rastegari Oncel Tuzel Hadi Pouransari VLM 128 72 0 23 Oct 2023
Zero-shot Learning of Individualized Task Contrast Prediction from Resting-state Functional Connectomes Minh Nguyen G. Ngo M. Sabuncu 40 2 0 21 Oct 2023
Competitive Ensembling Teacher-Student Framework for Semi-Supervised Left Atrium MRI Segmentation Yuyan Shi Yichi Zhang Shasha Wang 75 8 0 21 Oct 2023
PSGText: Stroke-Guided Scene Text Editing with PSP Module Felix Liawi Yun-Da Tsai Guan-Lun Lu Shou-De Lin DiffM 55 2 0 20 Oct 2023
TRUSTED: The Paired 3D Transabdominal Ultrasound and CT Human Data for Kidney Segmentation and Registration Research William Ndzimbong Cyril Fourniol Loic Themyr Nicolas Thome Yvonne Keeza ... J. Marescaux Daniel George Didier Mutter Alexandre Hostettler Toby Collins 43 0 0 19 Oct 2023
3D Structure-guided Network for Tooth Alignment in 2D Photograph Yulong Dou Lanzhuju Mei Dinggang Shen Zhiming Cui DiffM 50 1 0 17 Oct 2023
NICE: Improving Panoptic Narrative Detection and Segmentation with Cascading Collaborative Learning Haowei Wang Jiayi Ji Tianyu Guo Yilong Yang Yiyi Zhou Xiaoshuai Sun Rongrong Ji 95 5 0 17 Oct 2023
UniParser: Multi-Human Parsing with Unified Correlation Representation Learning Jiaming Chu Lei Jin Junliang Xing Jian-jun Zhao 81 0 0 13 Oct 2023
A Deep Learning Framework for Spatiotemporal Ultrasound Localization Microscopy Léo Milecki Jonathan Porée H. Belgharbi Chloé Bourquin R. Damseh P. Delafontaine-Martel F. Lesage Maxime Gasse Jean Provost 59 64 0 12 Oct 2023
3D TransUNet: Advancing Medical Image Segmentation through Vision Transformers Jieneng Chen Jieru Mei Xianhang Li Yongyi Lu Qihang Yu ... M. Lungren Lei Xing Le Lu Alan Yuille Yuyin Zhou MedIm ViT 97 39 0 11 Oct 2023
Multi-Task Learning-Enabled Automatic Vessel Draft Reading for Intelligent Maritime Surveillance Jingxiang Qu Ryan Wen Liu Chenjie Zhao Yu Guo S. Xu Fenghua Zhu Yisheng Lv 69 4 0 11 Oct 2023
A Simple and Robust Framework for Cross-Modality Medical Image Segmentation applied to Vision Transformers Matteo Bastico David Ryckelynck Laurent Corté Yannick Tillier Etienne Decencière MedIm ViT 66 2 0 09 Oct 2023
Cross-head mutual Mean-Teaching for semi-supervised medical image segmentation Wei Li Ruifeng Bian Wenyi Zhao Weijing Xu Huihua Yang 91 0 0 08 Oct 2023
TransCC: Transformer Network for Coronary Artery CCTA Segmentation Chenchu Xu Meng Li Xue Wu ViT MedIm 42 1 0 07 Oct 2023
All Sizes Matter: Improving Volumetric Brain Segmentation on Small Lesions Ayhan Can Erdur Daniel Scholz Josef A. Buchner Stephanie E. Combs Daniel Rueckert J. Peeken 28 2 0 04 Oct 2023
Keypoint-Augmented Self-Supervised Learning for Medical Image Segmentation with Limited Annotation Zhangsihao Yang Mengwei Ren Kaize Ding Guido Gerig Yalin Wang SSL 63 5 0 02 Oct 2023
Cross-adversarial local distribution regularization for semi-supervised medical image segmentation Thanh Nguyen-Duc Trung Le Roland Bammer He Zhao Jianfei Cai Dinh Q. Phung OOD MedIm 72 9 0 02 Oct 2023
Exploring SAM Ablations for Enhancing Medical Segmentation in Radiology and Pathology Amin Ranem Niklas Babendererde Moritz Fuchs Anirban Mukhopadhyay 51 5 0 30 Sep 2023
DeformUX-Net: Exploring a 3D Foundation Backbone for Medical Image Segmentation with Depthwise Deformable Convolution Ho Hin Lee Quan Liu Qi Yang Xin Yu Shunxing Bao Yuankai Huo Bennett A. Landman MedIm 112 2 0 30 Sep 2023
A Foundation Model for General Moving Object Segmentation in Medical Images Zhongnuo Yan Tong Han Yuhao Huang Lian Liu Han Zhou Jiongquan Chen Wenlong Shi Yan Cao Xin Yang Dong Ni MedIm 56 3 0 29 Sep 2023
Mask4Former: Mask Transformer for 4D Panoptic Segmentation Kadir Yilmaz Jonas Schult Alexey Nekrasov Bastian Leibe ISeg 3DPC 86 11 0 28 Sep 2023
End-to-End Streaming Video Temporal Action Segmentation with Reinforce Learning Jinrong Zhang Wu Wen Sheng-lan Liu Yunheng Li Qifeng Li Lin Feng 108 0 0 27 Sep 2023
Discrepancy Matters: Learning from Inconsistent Decoder Features for Consistent Semi-supervised Medical Image Segmentation Qingjie Zeng Yutong Xie Ziling Lu Mengkang Lu Yong-quan Xia 65 4 0 26 Sep 2023