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 / 2,578 papers shown

Title
Probabilistic Wildfire Spread Prediction Using an Autoregressive Conditional Generative Adversarial Network Taehoon Kang Taeyong Kim AI4CE 189 0 0 26 Nov 2025
Scenes as Tokens: Multi-Scale Normal Distributions Transform Tokenizer for General 3D Vision-Language Understanding Yutao Tang Cheng Zhao Gaurav Mittal Rohith Kukkala Rama Chellappa Cheng-Fang Peng Mei Chen VLM 80 0 0 26 Nov 2025
LiMT: A Multi-task Liver Image Benchmark DatasetIEEE journal of biomedical and health informatics (JBHI), 2025 Zhe-Yu Liu Kai Han Siqi Ma Y. Zhu Jun Chen ... Yuqing Song Y. Liu Liyuan Tian Yang Ji Y. Li 52 0 0 25 Nov 2025
DinoLizer: Learning from the Best for Generative Inpainting Localization Minh Thong Doi Jan Butora V. Itier Jérémie Boulanger Patrick Bas DiffM 203 0 0 25 Nov 2025
MedSAM3: Delving into Segment Anything with Medical Concepts Anglin Liu Rundong Xue Xu Cao Yifan Shen Yi Lu Xiang Li Qianqian Chen Jintai Chen MedIm VLM 144 0 0 24 Nov 2025
Personalized Federated Segmentation with Shared Feature Aggregation and Boundary-Focused Calibration Ishmam Tashdeed Md. Atiqur Rahman Sabrina Islam Md. Azam Hossain FedML 193 0 0 24 Nov 2025
DE-KAN: A Kolmogorov Arnold Network with Dual Encoder for accurate 2D Teeth Segmentation Md Mizanur Rahman Mustakim Jianwu Li Sumya Bhuiyan Mohammad Mehedi Hasan Bing Han MedIm 277 0 0 23 Nov 2025
PromptMoE: Generalizable Zero-Shot Anomaly Detection via Visually-Guided Prompt MixturesIEEE International Conference on Emerging Technologies and Factory Automation (ETFA), 2025 Yuheng Shao Lizhang Wang Changhao Li Peixian Chen Qinyuan Liu VLM 100 0 0 22 Nov 2025
Instruction-Guided Lesion Segmentation for Chest X-rays with Automatically Generated Large-Scale Dataset Geon Choi Hangyul Yoon Hyunju Shin Hyunki Park Sang Hoon Seo Eunho Yang Edward Choi MedIm 269 0 0 19 Nov 2025
AdamNX: An Adam improvement algorithm based on a novel exponential decay mechanism for the second-order moment estimate Meng Zhu Quan Xiao Weidong Min 155 0 0 17 Nov 2025
Is your VLM Sky-Ready? A Comprehensive Spatial Intelligence Benchmark for UAV NavigationInformation Fusion (Inf. Fusion), 2024 Lingfeng Zhang Y. Zhang Hongsheng Li Haoxiang Fu Yingbo Tang Hangjun Ye Long Chen Xiaojun Liang Xiaoshuai Hao Wenbo Ding 58 11 0 17 Nov 2025
$R$^{2}$Seg: Training-Free OOD Medical Tumor Segmentation via Anatomical Reasoning and Statistical Rejection$ R $^{2}$ Seg: Training-Free OOD Medical Tumor Segmentation via Anatomical Reasoning and Statistical Rejection Shuaike Shen Ke Liu Jiaqing Xie Shangde Gao Chunhua Shen G. Liu Mireia Crispin-Ortuzar Shangqi Gao OOD 81 0 0 16 Nov 2025
MMRINet: Efficient Mamba-Based Segmentation with Dual-Path Refinement for Low-Resource MRI Analysis Abdelrahman Elsayed Ahmed Jaheen Mohammad Yaqub Mamba 221 0 0 15 Nov 2025
EmbryoDiff: A Conditional Diffusion Framework with Multi-Focal Feature Fusion for Fine-Grained Embryo Developmental Stage RecognitionIEEE International Joint Conference on Neural Network (IJCNN), 2025 Yong Sun Zhengjie Zhang Junyu Shi Zhiyuan Zhang Lijiang Liu Qiang Nie 140 0 0 14 Nov 2025
DBGroup: Dual-Branch Point Grouping for Weakly Supervised 3D Semantic Instance Segmentation Xuexun Liu Xiaoxu Xu Qiudan Zhang Lin Ma Xu Wang 160 0 0 13 Nov 2025
Fast Multi-Organ Fine Segmentation in CT Images with Hierarchical Sparse Sampling and Residual Transformer Xueqi Guo H. Yerebakan Y. Shinagawa Kritika Iyer Gerardo Hermosillo Valadez MedIm 160 0 0 11 Nov 2025
DI3CL: Contrastive Learning With Dynamic Instances and Contour Consistency for SAR Land-Cover Classification Foundation Model Zhongle Ren Hui Ding Kai Wang B. Hou Xingyu Luo Weibin Li Licheng Jiao 98 0 0 11 Nov 2025
DTTNet: Improving Video Shadow Detection via Dark-Aware Guidance and Tokenized Temporal Modeling Zhicheng Li K. Sun Rui Yao Hancheng Zhu Fuyuan Hu Jiaqi Zhao Zhiwen Shao Yong Zhou 41 0 0 10 Nov 2025
UniADC: A Unified Framework for Anomaly Detection and Classification Ximiao Zhang Min Xu Zheng Zhang J. Hu Xiuzhuang Zhou 88 0 0 10 Nov 2025
Task-Adaptive Low-Dose CT Reconstruction Necati Sefercioglu Mehmet Ozan Unal M. Ertas I. Yildirim 32 0 0 10 Nov 2025
MACMD: Multi-dilated Contextual Attention and Channel Mixer Decoding for Medical Image Segmentation Lalit Maurya Honghai Liu Reyer Zwiggelaar MedIm 52 0 0 08 Nov 2025
When Swin Transformer Meets KANs: An Improved Transformer Architecture for Medical Image Segmentation Nishchal Sapkota Haoyan Shi Yejia Zhang Xianshi Ma B. Zheng Danny Chen ViT MedIm 113 0 0 06 Nov 2025
HyFormer-Net: A Synergistic CNN-Transformer with Interpretable Multi-Scale Fusion for Breast Lesion Segmentation and Classification in Ultrasound Images Mohammad Amanour Rahman ViT MedIm 68 0 0 02 Nov 2025
TA-LSDiff:Topology-Aware Diffusion Guided by a Level Set Energy for Pancreas Segmentation Yue Gou Fanghui Song Yuming Xing Shengzhu Shi Zhichang Guo Boying Wu MedIm 120 0 0 02 Nov 2025
SPG-CDENet: Spatial Prior-Guided Cross Dual Encoder Network for Multi-Organ Segmentation Xizhi Tian Changjun Zhou Yulin. Yang MedIm 77 0 0 30 Oct 2025
AD-SAM: Fine-Tuning the Segment Anything Vision Foundation Model for Autonomous Driving Perception Mario Camarena Het Patel Fatemeh Nazari Evangelos E. Papalexakis Mohamadhossein Noruzoliaee Jia Chen VLM 93 0 0 30 Oct 2025
SAMRI: Segment Anything Model for MRI Zhao Wang Wei Dai Thuy Thanh Dao Steffen Bollmann Hongfu Sun Craig B. Engstrom Shekhar S. Chandra MedIm 102 0 0 30 Oct 2025
SpinalSAM-R1: A Vision-Language Multimodal Interactive System for Spine CT Segmentation Jiaming Liu Dingwei Fan Junyong Zhao C. Li Haipeng Si Liang Sun 76 0 0 30 Oct 2025
LangHOPS: Language Grounded Hierarchical Open-Vocabulary Part Segmentation Yang Miao Jan-Nico Zaech Xi Wang Fabien Despinoy Danda Pani Paudel Luc Van Gool VLM 262 0 0 29 Oct 2025
Adaptive Knowledge Transferring with Switching Dual-Student Framework for Semi-Supervised Medical Image Segmentation Thanh-Huy Nguyen Hoang-Thien Nguyen. Thanh-Huy Nguyen Ba Thinh Lam Vi Vu Bach X. Nguyen Jianhua Xing Tianyang Wang Xingjian Li Min Xu 60 0 0 28 Oct 2025
DPGLA: Bridging the Gap between Synthetic and Real Data for Unsupervised Domain Adaptation in 3D LiDAR Semantic Segmentation Wanmeng Li Simone Mosco Daniel Fusaro Alberto Pretto 3DPC 124 0 0 27 Oct 2025
Single-Teacher View Augmentation: Boosting Knowledge Distillation via Angular Diversity S. Yu Dongjun Nam Dina Katabi Jeany Son 88 0 0 26 Oct 2025
Simplifying Knowledge Transfer in Pretrained Models Siddharth Jain Shyamgopal Karthik Vineet Gandhi 122 0 0 25 Oct 2025
SemiETPicker: Fast and Label-Efficient Particle Picking for CryoET Tomography Using Semi-Supervised Learning Linhan Wang Jianwen Dou Wang Li Shengkun Wang Zhiwu Xie Chang-Tien Lu Yinlin Chen 3DPC 104 0 0 25 Oct 2025
Randomized-MLP Regularization Improves Domain Adaptation and Interpretability in DINOv2 Joel Valdivia Ortega Lorenz Lamm Franziska Eckardt Benedikt Schworm Marion Jasnin Tingying Peng MedIm 72 0 0 24 Oct 2025
ArtiLatent: Realistic Articulated 3D Object Generation via Structured Latents Honghua Chen Yushi Lan Yongwei Chen Xingang Pan 60 0 0 24 Oct 2025
Kinaema: a recurrent sequence model for memory and pose in motion Mert Bulent Sariyildiz Philippe Weinzaepfel G. Bono G. Monaci Christian Wolf 72 0 0 23 Oct 2025
A Novel Approach to Breast Cancer Segmentation using U-Net Model with Attention Mechanisms and FedProxAnnual Conference on Medical Image Understanding and Analysis (MIUA), 2025 Eyad Gad Mustafa Abou Khatwa Mustafa A. Elattar Sahar Selim FedML 100 3 0 21 Oct 2025
Click, Predict, Trust: Clinician-in-the-Loop AI Segmentation for Lung Cancer CT-Based Prognosis within the Knowledge-to-Action Framework Mohammad R. Salmanpour Sonya Falahati Amir Hossein Pouria Amin Mousavi Somayeh Sadat Mehrnia ... Alireza Safarian Mehdi Maghsudi C. Uribe Arman Rahmim Ren Yuan 52 0 0 19 Oct 2025
BARL: Bilateral Alignment in Representation and Label Spaces for Semi-Supervised Volumetric Medical Image Segmentation Shujian Gao Y Samuel Wang Zekuan Yu 63 0 0 19 Oct 2025
OOS-DSD: Improving Out-of-stock Detection in Retail Images using Auxiliary Tasks Franko Šikić Sven Lončarić 69 0 0 18 Oct 2025
DuetMatch: Harmonizing Semi-Supervised Brain MRI Segmentation via Decoupled Branch OptimizationComputerized Medical Imaging and Graphics (CMIG), 2025 Thanh-Huy Nguyen Hoang-Thien Nguyen. Thanh-Huy Nguyen Vi Vu Ba Thinh Lam Phat Huynh Tianyang Wang Xingjian Li Ulas Bagci Min Xu 98 1 0 17 Oct 2025
Scaling Tumor Segmentation: Best Lessons from Real and Synthetic Data Qi Chen Xinze Zhou Chen Liu H. Chen Wenxuan Li ... Junjun He Yefeng Zheng Ling Shao Alan Yuille Zongwei Zhou 126 4 0 16 Oct 2025
IAD-GPT: Advancing Visual Knowledge in Multimodal Large Language Model for Industrial Anomaly Detection Zewen Li Zitong Yu Qilang Ye Weicheng Xie Wei Zhuo LinLin Shen 88 0 0 16 Oct 2025
CymbaDiff: Structured Spatial Diffusion for Sketch-based 3D Semantic Urban Scene Generation Li Liang Bo Miao Xinyu Wang Naveed Akhtar Jordan Vice Ajmal Mian 175 0 0 15 Oct 2025
SPORTS: Simultaneous Panoptic Odometry, Rendering, Tracking and Segmentation for Urban Scenes Understanding Zhiliu Yang Jinyu Dai Jianyuan Zhang Zhu Yang 72 0 0 14 Oct 2025
Multiplicative Loss for Enhancing Semantic Segmentation in Medical and Cellular Images Yuto Yokoi Kazuhiro Hotta MedIm 40 0 0 14 Oct 2025
CoPRS: Learning Positional Prior from Chain-of-Thought for Reasoning Segmentation Zhenyu Lu Liupeng Li Jinpeng Wang Yan Feng Bin Chen Ke Chen Yaowei Wang LRM 74 0 0 13 Oct 2025
Unified Open-World Segmentation with Multi-Modal Prompts Yang Liu Yufei Yin Chenchen Jing M. Zhu Hao Chen Yuling Xi Bo Feng Hao Wang Shiyu Li Chunhua Shen VLM 74 0 0 12 Oct 2025
SAM2LoRA: Composite Loss-Guided, Parameter-Efficient Finetuning of SAM2 for Retinal Fundus Segmentation Sayan Mandal Divyadarshini Karthikeyan Manas Paldhe 61 0 0 11 Oct 2025