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
Improving Robustness and Reliability in Medical Image Classification with Latent-Guided Diffusion and Nested-Ensembles Xing Shen Hengguan Huang Brennan Nichyporuk Tal Arbel MedIm 133 4 0 01 Jul 2025
Multi-encoder nnU-Net outperforms transformer models with self-supervised pretraining Seyedeh Sahar Taheri Otaghsara Reza Rahmanzadeh ViT 71 0 0 01 Jul 2025
Pose State Perception of Interventional Robot for Cardio-cerebrovascular Procedures Shunhan Ji Yanxi Chen Zhongyu Yang Quan Zhang Xiaohang Nie Jingqian Sun Yichao Tang 20 0 0 17 Jun 2025
Pixel-wise Modulated Dice Loss for Medical Image Segmentation Seyed Mohsen Hosseini 7 0 0 17 Jun 2025
Improving Prostate Gland Segmenting Using Transformer based Architectures Shatha Abudalou 13 0 0 16 Jun 2025
Active Adversarial Noise Suppression for Image Forgery Localization Rongxuan Peng Shunquan Tan Xianbo Mo Alex C. Kot Jiwu Huang AAML 19 0 0 15 Jun 2025
BraTS orchestrator : Democratizing and Disseminating state-of-the-art brain tumor image analysis Florian Kofler Marcel Rosier Mehdi Astaraki Ujjwal Baid Hendrik Möller ... J. Iglesias Spyridon Bakas Benedikt Wiestler Marie Piraud Bjoern Menze 12 0 0 13 Jun 2025
Med-URWKV: Pure RWKV With ImageNet Pre-training For Medical Image Segmentation Zhenhuan Zhou 96 0 0 12 Jun 2025
SWDL: Stratum-Wise Difference Learning with Deep Laplacian Pyramid for Semi-Supervised 3D Intracranial Hemorrhage Segmentation Cheng Wang Siqi Chen Donghua Mi Yang Chen Y. Zhang Yinsheng Li 109 0 0 12 Jun 2025
DeformCL: Learning Deformable Centerline Representation for Vessel Extraction in 3D Medical Image Ziwei Zhao Zhixing Zhang Yuhang Liu Zhao Zhang Haojun Yu Dong Wang Liwei Wang MedIm 64 0 0 06 Jun 2025
A Comprehensive Study on Medical Image Segmentation using Deep Neural Networks Loan Dao Ngoc Quoc Ly 127 9 0 04 Jun 2025
Adapting Segment Anything Model for Power Transmission Corridor Hazard Segmentation Hang Chen Maoyuan Ye Peng Yang Haibin He Juhua Liu Bo Du 33 0 0 28 May 2025
SANSA: Unleashing the Hidden Semantics in SAM2 for Few-Shot Segmentation Claudia Cuttano Gabriele Trivigno Giuseppe Averta Carlo Masone VLM 22 0 0 27 May 2025
Be Decisive: Noise-Induced Layouts for Multi-Subject Generation Omer Dahary Yehonathan Cohen Or Patashnik Kfir Aberman Daniel Cohen-Or DiffM 21 0 0 27 May 2025
LangDAug: Langevin Data Augmentation for Multi-Source Domain Generalization in Medical Image Segmentation Piyush Tiwary Kinjawl Bhattacharyya Prathosh A.P. MedIm 62 0 0 26 May 2025
Rep3D: Re-parameterize Large 3D Kernels with Low-Rank Receptive Modeling for Medical Imaging Ho Hin Lee Quan Liu Shunxing Bao Yuankai Huo Bennett A. Landman MedIm 35 0 0 26 May 2025
Deformable Attentive Visual Enhancement for Referring Segmentation Using Vision-Language Model Alaa Dalaq Muzammil Behzad VLM 186 0 0 25 May 2025
MSLAU-Net: A Hybird CNN-Transformer Network for Medical Image Segmentation Libin Lan Yanxin Li Xiaojuan Liu Juan Zhou Jianxun Zhang Nannan Huang Yudong Zhang ViT MedIm 29 0 0 24 May 2025
Dual Attention Residual U-Net for Accurate Brain Ultrasound Segmentation in IVH Detection Dan Yuan Yi Feng Ziyun Tang 225 0 0 23 May 2025
Background Matters: A Cross-view Bidirectional Modeling Framework for Semi-supervised Medical Image Segmentation Luyang Cao Jianwei Li Yinghuan Shi 55 0 0 22 May 2025
Deep mineralogical segmentation of thin section images based on QEMSCAN maps Jean Pablo Vieira de Mello Matheus Augusto Alves Cuglieri Leandro P. de Figueiredo Fernando Bordignon M. P. de Albuquerque R. Surmas Bruno Cavalcanti de Paula 33 0 0 22 May 2025
TAGS: 3D Tumor-Adaptive Guidance for SAM Sirui Li Linkai Peng Zheyuan Zhang Gorkem Durak Ulas Bagci MedIm VLM 206 0 0 21 May 2025
Spectral-Aware Global Fusion for RGB-Thermal Semantic Segmentation Ce Zhang Zifu Wan Simon Stepputtis Katia Sycara Yaqi Xie 56 0 0 21 May 2025
Unlocking the Power of SAM 2 for Few-Shot Segmentation Qianxiong Xu Lanyun Zhu Xuanyi Liu Guosheng Lin Cheng Long Ziyue Li Rui Zhao VLM 72 0 0 20 May 2025
GuidedMorph: Two-Stage Deformable Registration for Breast MRI Yaqian Chen Hanxue Gu Haoyu Dong Qihang Li Yuwen Chen Nicholas Konz Lin Li Maciej A. Mazurowski 24 0 0 19 May 2025
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 Hongmin Cai Xi Zhong 143 0 0 15 May 2025
Recent Advances in Medical Imaging Segmentation: A Survey Fares Bougourzi Abdenour Hadid OOD 92 1 0 14 May 2025
Dynamic Snake Upsampling Operater and Boundary-Skeleton Weighted Loss for Tubular Structure Segmentation Yiqi Chen Ganghai Huang Sheng Zhang Jianglin Dai 225 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 Mohit Prabhushankar Ghassan AlRegib AI4CE 67 0 0 13 May 2025
VIViT: Variable-Input Vision Transformer Framework for 3D MR Image Segmentation Badhan Kumar Das Ajay Singh Gengyan Zhao Han Liu Thomas J. Re Dorin Comaniciu Eli Gibson Andreas Maier ViT MedIm 59 0 0 13 May 2025
Knowledge-Informed Deep Learning for Irrigation Type Mapping from Remote Sensing Oishee Bintey Hoque Nibir Chandra Mandal Abhijin Adiga Samarth Swarup S. Nouwakpo Amanda Wilson Madhav Marathe 81 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 98 0 0 10 May 2025
DFEN: Dual Feature Equalization Network for Medical Image Segmentation Jianjian Yin Yi Chen Chong Li Zhichao Zheng Yanhui Gu Junsheng Zhou MedIm 68 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 68 0 0 09 May 2025
GaMNet: A Hybrid Network with Gabor Fusion and NMamba for Efficient 3D Glioma Segmentation Chengwei Ye Jun Wang Yufei Lin Kangsheng Wang Linuo Xu Shuyan Liu MedIm 426 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 103 0 0 06 May 2025
Panoramic Out-of-Distribution Segmentation Mengfei Duan Kailun Yang Yanmei Zhang Yihong Cao Fei Teng Kai Luo Jiaming Zhang Zhiyong Li Shutao Li 98 0 0 06 May 2025
Rethinking Boundary Detection in Deep Learning-Based Medical Image Segmentation Yi Lin Dong Zhang X. B. Fang Yufan Chen K.-T. Cheng Hao Chen 55 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 Ke Wang Yuan Tian Hai Lin Xinyu Wang MedIm 448 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 55 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 89 1 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 113 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 Ziyi Wang Mohan Qin Yang Liu Guangming Ni 3DH 77 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 72 0 0 23 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 49 0 0 22 Apr 2025
Progressive Language-guided Visual Learning for Multi-Task Visual Grounding Jingchao Wang Hong Wang Wenlong Zhang Kunhua Ji Dingjiang Huang Yefeng Zheng ObjD 121 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 131 0 0 21 Apr 2025
EmoSEM: Segment and Explain Emotion Stimuli in Visual Art Jing Zhang Dan Guo Zhangbin Li Meng Wang 87 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 75 0 0 20 Apr 2025
Segment Any Crack: Deep Semantic Segmentation Adaptation for Crack Detection Ghodsiyeh Rostami Po-Han Chen Mahdi S. Hosseini 81 0 0 19 Apr 2025