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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HWA-UNETR: Hierarchical Window Aggregate UNETR for 3D Multimodal Gastric Lesion Segmentation Jiaming Liang Lihuan Dai Xiaoqi Sheng Xiangguang Chen Chun Yao Guihua Tao Qibin Leng Honming Cai Xi Zhong 22 0 0 15 May 2025
Recent Advances in Medical Imaging Segmentation: A Survey Fares Bougourzi Abdenour Hadid OOD 44 0 0 14 May 2025
Knowledge-Informed Deep Learning for Irrigation Type Mapping from Remote Sensing Oishee Bintey Hoque Nibir Chandra Mandal Abhijin Adiga S. Swarup S. Nouwakpo Amanda Wilson M. Marathe 31 0 0 13 May 2025
VIViT: Variable-Input Vision Transformer Framework for 3D MR Image Segmentation B. K. Das Ajay Singh Gengyan Zhao Han Liu Thomas J. Re D. Comaniciu Eli Gibson Andreas K. Maier ViT MedIm 26 0 0 13 May 2025
A Large-scale Benchmark on Geological Fault Delineation Models: Domain Shift, Training Dynamics, Generalizability, Evaluation and Inferential Behavior Jorge Quesada Chen Zhou Prithwijit Chowdhury Mohammad Alotaibi Ahmad Mustafa Yusufjon Kumamnov M. Prabhushankar Ghassan AlRegib AI4CE 39 0 0 13 May 2025
Dynamic Snake Upsampling Operater and Boundary-Skeleton Weighted Loss for Tubular Structure Segmentation Yiqi Chen Ganghai Huang Sheng Zhang Jianglin Dai 36 0 0 13 May 2025
GRACE: Estimating Geometry-level 3D Human-Scene Contact from 2D Images Chengfeng Wang Wei Zhai Yuhang Yang Yang Cao Zhengjun Zha 3DH 34 0 0 10 May 2025
DFEN: Dual Feature Equalization Network for Medical Image Segmentation Jianjian Yin Yi Chen C. Li Zhichao Zheng Yanhui Gu Junsheng Zhou MedIm 32 0 0 09 May 2025
Automating Infrastructure Surveying: A Framework for Geometric Measurements and Compliance Assessment Using Point Cloud Data A. Ghafourian Andrew Lee Dechen Gao Tyler Beer Kin Yen Iman Soltani 31 0 0 09 May 2025
GaMNet: A Hybrid Network with Gabor Fusion and NMamba for Efficient 3D Glioma Segmentation Chengwei Ye H. Zhang Yufei Lin Kangsheng Wang Linuo Xu Shuyan Liu MedIm 130 0 0 08 May 2025
RAIL: Region-Aware Instructive Learning for Semi-Supervised Tooth Segmentation in CBCT Chuyu Zhao Hao Huang Jiashuo Guo Ziyu Shen Zhongwei Zhou Jie Liu Zekuan Yu 45 0 0 06 May 2025
Panoramic Out-of-Distribution Segmentation Mengfei Duan Kailun Yang Y. Zhang Yihong Cao Fei Teng Kai Luo Jiaming Zhang Zhiyong Li Shutao Li 59 0 0 06 May 2025
Rethinking Boundary Detection in Deep Learning-Based Medical Image Segmentation Yi-Mou Lin Dong-Ming Zhang X. B. Fang Yufan Chen K.-T. Cheng Hao Chen 33 0 0 06 May 2025
Advancing Generalizable Tumor Segmentation with Anomaly-Aware Open-Vocabulary Attention Maps and Frozen Foundation Diffusion Models Yankai Jiang Peng Zhang D. Yang Yuan Tian Hai Lin X. Wang MedIm 119 0 0 05 May 2025
Monitoring morphometric drift in lifelong learning segmentation of the spinal cord E. Karthik Sandrine Bédard J. Valošek Christoph S. Aigner E. Bannier ... Zachary Vavasour Dimitri Van De Ville Kenneth A. Weber II Sarath Chandar Julien Cohen-Adad 22 0 0 02 May 2025
RadSAM: Segmenting 3D radiological images with a 2D promptable model Julien Khlaut Elodie Ferreres Daniel Tordjman Hélène Philippe Tom Boeken Pierre Manceron Corentin Dancette MedIm VLM 52 0 0 29 Apr 2025
Foundation Model-Driven Framework for Human-Object Interaction Prediction with Segmentation Mask Integration Juhan Park Kyungjae Lee Hyung Jin Chang Jungchan Cho VLM 66 0 0 28 Apr 2025
3D Deep-learning-based Segmentation of Human Skin Sweat Glands and Their 3D Morphological Response to Temperature Variations Shaoyu Pei Renxiong Wu Hao Zheng Lang Qin Shuaichen Lin ... Wenjing Huang Z. Wang Mohan Qin Y. Liu Guangming Ni 3DH 56 0 0 24 Apr 2025
SAIP-Net: Enhancing Remote Sensing Image Segmentation via Spectral Adaptive Information Propagation Zhongtao Wang Xizhe Cao Yisong Chen Guoping Wang 21 0 0 23 Apr 2025
Progressive Language-guided Visual Learning for Multi-Task Visual Grounding J. Wang Hong Wang Wenlong Zhang Kunhua Ji Dingjiang Huang Yefeng Zheng ObjD 40 0 0 22 Apr 2025
Comprehensive Evaluation of Quantitative Measurements from Automated Deep Segmentations of PSMA PET/CT Images Obed Korshie Dzikunu Amirhossein Toosi Shadab Ahamed Sara Harsini François Bénard Xiaoxiao Li Arman Rahmim 24 0 0 22 Apr 2025
GenCLIP: Generalizing CLIP Prompts for Zero-shot Anomaly Detection Donghyeong Kim Chaewon Park Suhwan Cho Hyeonjeong Lim Minseok Kang Jungho Lee Sangyoun Lee VLM 46 0 0 21 Apr 2025
EmoSEM: Segment and Explain Emotion Stimuli in Visual Art Jing Zhang Dan Guo Zhangbin Li Meng Wang 31 0 0 20 Apr 2025
WT-BCP: Wavelet Transform based Bidirectional Copy-Paste for Semi-Supervised Medical Image Segmentation Mingya Zhang Liang Wang Limei Gu Tingsheng Ling Xianping Tao 29 0 0 20 Apr 2025
Segment Any Crack: Deep Semantic Segmentation Adaptation for Crack Detection Ghodsiyeh Rostami Po-Han Chen Mahdi S. Hosseini 24 0 0 19 Apr 2025
Few-Shot Referring Video Single- and Multi-Object Segmentation via Cross-Modal Affinity with Instance Sequence Matching Heng Liu Guanghui Li Mingqi Gao Xiantong Zhen Feng Zheng Y. Wang VOS 48 0 0 18 Apr 2025
Cardiac MRI Semantic Segmentation for Ventricles and Myocardium using Deep Learning Racheal Mukisa Arvind K. Bansal 34 0 0 18 Apr 2025
3DResT: A Strong Baseline for Semi-Supervised 3D Referring Expression Segmentation Wenxin Chen Mengxue Qu Weitai Kang Yan Yan Yao Zhao Yunchao Wei 41 0 0 17 Apr 2025
SAR Object Detection with Self-Supervised Pretraining and Curriculum-Aware Sampling Yasin Almalioglu Andrzej Kucik Geoffrey French Dafni Antotsiou Alexander Adam Cedric Archambeau 23 0 0 17 Apr 2025
Hierarchical Feature Learning for Medical Point Clouds via State Space Model Guoqing Zhang Jingyun Yang Yang Li 33 0 0 17 Apr 2025
Cross-Frequency Collaborative Training Network and Dataset for Semi-supervised First Molar Root Canal Segmentation Zhenhuan Zhou Yuchen Zhang Along He Peng Wang Xueshuo Xie Tao Li 35 0 0 16 Apr 2025
GATE3D: Generalized Attention-based Task-synergized Estimation in 3D* Eunsoo Im Jung Kwon Lee Changhyun Jee 36 0 0 15 Apr 2025
SegEarth-R1: Geospatial Pixel Reasoning via Large Language Model Kaiyu Li Zepeng Xin Li Pang Chao Pang Yupeng Deng Jing Yao Guisong Xia Deyu Meng Zhi Wang Xiangyong Cao VLM LRM 37 0 0 13 Apr 2025
Multi-Modal Brain Tumor Segmentation via 3D Multi-Scale Self-attention and Cross-attention Yonghao Huang Leiting Chen Chuan Zhou ViT MedIm 26 0 0 12 Apr 2025
UKBOB: One Billion MRI Labeled Masks for Generalizable 3D Medical Image Segmentation Emmanuelle Bourigault A. Jamaludin Abdullah Hamdi 26 0 0 09 Apr 2025
A new training approach for text classification in Mental Health: LatentGLoss Korhan Sevinç AI4MH 23 0 0 09 Apr 2025
SemiDAViL: Semi-supervised Domain Adaptation with Vision-Language Guidance for Semantic Segmentation Hritam Basak Zhaozheng Yin VLM 33 0 0 08 Apr 2025
Federated Unlearning Made Practical: Seamless Integration via Negated Pseudo-Gradients Alessio Mora Carlo Mazzocca R. Montanari Paolo Bellavista MU 21 0 0 08 Apr 2025
BoxSeg: Quality-Aware and Peer-Assisted Learning for Box-supervised Instance Segmentation Jinxiang Lai Wenlong Wu Jiawei Zhan Jian Li Bin-Bin Gao J. Liu Jie Zhang Song Guo ISeg 39 0 0 07 Apr 2025
Grounding 3D Object Affordance with Language Instructions, Visual Observations and Interactions He Zhu Quyu Kong Kechun Xu Xunlong Xia Bing Deng Jieping Ye R. Xiong Y. Wang 32 0 0 07 Apr 2025
Reinforced Multi-teacher Knowledge Distillation for Efficient General Image Forgery Detection and Localization Zeqin Yu Jiangqun Ni Jian Zhang Haoyi Deng Yuzhen Lin 28 0 0 07 Apr 2025
S^4M: Boosting Semi-Supervised Instance Segmentation with SAM Heeji Yoon Heeseong Shin Eunbeen Hong Hyunwook Choi Hansang Cho Daun Jeong Seungryong Kim 26 0 0 07 Apr 2025
CALF: A Conditionally Adaptive Loss Function to Mitigate Class-Imbalanced Segmentation Bashir Alam Masa Cirkovic Mete Harun Akcay Md Kaf Shahrier S. Lafond Hergys Rexha Kurt Benke Sepinoud Azimi J. Arslan 26 0 0 06 Apr 2025
UCS: A Universal Model for Curvilinear Structure Segmentation Dianshuo Li Li Chen Y. Cao Kai Zhu Jun Cheng 38 0 0 05 Apr 2025
DocSAM: Unified Document Image Segmentation via Query Decomposition and Heterogeneous Mixed Learning Xiao-Hui Li Fei Yin Cheng-Lin Liu 27 0 0 05 Apr 2025
Edge Approximation Text Detector Chuang Yang Xu Han T. Han Han Han Bingxuan Zhao Qi Wang 43 0 0 05 Apr 2025
Loss Functions in Deep Learning: A Comprehensive Review Omar Elharrouss Yasir Mahmood Yassine Bechqito Mohamed Adel Serhani E. Badidi Jamal Riffi Hamid Tairi 35 0 0 05 Apr 2025
Multi-encoder nnU-Net outperforms Transformer models with self-supervised pretraining Seyedeh Sahar Taheri Otaghsara Reza Rahmanzadeh ViT 39 0 0 04 Apr 2025
Robust Unsupervised Domain Adaptation for 3D Point Cloud Segmentation Under Source Adversarial Attacks H. Li Junjie Chen Yuecong Xu Kemi Ding 3DPC 36 0 0 02 Apr 2025
Bridge the Gap Between Visual and Linguistic Comprehension for Generalized Zero-shot Semantic Segmentation Xiaoqing Guo W. J. Li Yixuan Yuan 55 0 0 31 Mar 2025