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V-Net: Fully Convolutional Neural Networks for Volumetric Medical Image
  Segmentation

V-Net: Fully Convolutional Neural Networks for Volumetric Medical Image Segmentation

15 June 2016
Fausto Milletari
Nassir Navab
Seyed-Ahmad Ahmadi
ArXiv (abs)PDFHTML

Papers citing "V-Net: Fully Convolutional Neural Networks for Volumetric Medical Image Segmentation"

50 / 2,592 papers shown
Deep infant brain segmentation from multi-contrast MRI
Deep infant brain segmentation from multi-contrast MRI
Malte Hoffmann
Lilla Zöllei
Adrian V. Dalca
100
0
0
04 Dec 2025
HBFormer: A Hybrid-Bridge Transformer for Microtumor and Miniature Organ Segmentation
HBFormer: A Hybrid-Bridge Transformer for Microtumor and Miniature Organ Segmentation
Fuchen Zheng
Xinyi Chen
Weixuan Li
Quanjun Li
J. Zhou
Xiaojiao Guo
Xuhang Chen
Chi-Man Pun
Shoujun Zhou
MedIm
264
0
0
03 Dec 2025
Breast Cell Segmentation Under Extreme Data Constraints: Quantum Enhancement Meets Adaptive Loss Stabilization
Breast Cell Segmentation Under Extreme Data Constraints: Quantum Enhancement Meets Adaptive Loss Stabilization
Varun Kumar Dasoju
Qingsu Cheng
Zeyun Yu
103
0
0
02 Dec 2025
Reproducing and Extending RaDelft 4D Radar with Camera-Assisted Labels
Reproducing and Extending RaDelft 4D Radar with Camera-Assisted Labels
Kejia Hu
Mohammed Alsakabi
John M. Dolan
Ozan K. Tonguz
125
0
0
02 Dec 2025
DB-KAUNet: An Adaptive Dual Branch Kolmogorov-Arnold UNet for Retinal Vessel Segmentation
DB-KAUNet: An Adaptive Dual Branch Kolmogorov-Arnold UNet for Retinal Vessel Segmentation
Hongyu Xu
Panpan Meng
Meng Wang
Dayu Hu
Liming Liang
Xiaoqi Sheng
69
0
0
01 Dec 2025
MedCondDiff: Lightweight, Robust, Semantically Guided Diffusion for Medical Image Segmentation
MedCondDiff: Lightweight, Robust, Semantically Guided Diffusion for Medical Image Segmentation
Ruirui Huang
Jiacheng Li
DiffMMedIm
279
0
0
29 Nov 2025
Shoe Style-Invariant and Ground-Aware Learning for Dense Foot Contact Estimation
Shoe Style-Invariant and Ground-Aware Learning for Dense Foot Contact Estimation
Daniel Sungho Jung
Kyoung Mu Lee
105
0
0
27 Nov 2025
AnoRefiner: Anomaly-Aware Group-Wise Refinement for Zero-Shot Industrial Anomaly Detection
AnoRefiner: Anomaly-Aware Group-Wise Refinement for Zero-Shot Industrial Anomaly Detection
Dayou Huang
Feng Xue
Xurui Li
Yu Zhou
83
0
0
27 Nov 2025
Hard Spatial Gating for Precision-Driven Brain Metastasis Segmentation: Addressing the Over-Segmentation Paradox in Deep Attention Networks
Hard Spatial Gating for Precision-Driven Brain Metastasis Segmentation: Addressing the Over-Segmentation Paradox in Deep Attention Networks
Rowzatul Zannath Prerona
101
0
0
27 Nov 2025
Probabilistic Wildfire Spread Prediction Using an Autoregressive Conditional Generative Adversarial Network
Probabilistic Wildfire Spread Prediction Using an Autoregressive Conditional Generative Adversarial Network
Taehoon Kang
Taeyong Kim
AI4CE
237
0
0
26 Nov 2025
Scenes as Tokens: Multi-Scale Normal Distributions Transform Tokenizer for General 3D Vision-Language Understanding
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
152
0
0
26 Nov 2025
DinoLizer: Learning from the Best for Generative Inpainting Localization
DinoLizer: Learning from the Best for Generative Inpainting Localization
Minh Thong Doi
Jan Butora
V. Itier
Jérémie Boulanger
Patrick Bas
DiffM
260
0
0
25 Nov 2025
LiMT: A Multi-task Liver Image Benchmark Dataset
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
135
0
0
25 Nov 2025
Personalized Federated Segmentation with Shared Feature Aggregation and Boundary-Focused Calibration
Personalized Federated Segmentation with Shared Feature Aggregation and Boundary-Focused Calibration
Ishmam Tashdeed
Md. Atiqur Rahman
Sabrina Islam
Md. Azam Hossain
FedML
277
0
0
24 Nov 2025
MedSAM3: Delving into Segment Anything with Medical Concepts
MedSAM3: Delving into Segment Anything with Medical Concepts
Anglin Liu
Rundong Xue
Xu Cao
Yifan Shen
Yi Lu
Xiang Li
Qianqian Chen
Jintai Chen
MedImVLM
484
0
0
24 Nov 2025
Percept-WAM: Perception-Enhanced World-Awareness-Action Model for Robust End-to-End Autonomous Driving
Percept-WAM: Perception-Enhanced World-Awareness-Action Model for Robust End-to-End Autonomous Driving
J. N. Han
Meng Tian
Jiangtong Zhu
Fan He
Huixin Zhang
...
Siyuan Dong
Lu Hou
Qingqiu Huang
Xiaosong Jia
H. Xu
VLM
160
1
0
24 Nov 2025
DE-KAN: A Kolmogorov Arnold Network with Dual Encoder for accurate 2D Teeth Segmentation
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
382
0
0
23 Nov 2025
AttnRegDeepLab: A Two-Stage Decoupled Framework for Interpretable Embryo Fragmentation Grading
AttnRegDeepLab: A Two-Stage Decoupled Framework for Interpretable Embryo Fragmentation Grading
Ming-Jhe Lee
73
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0
23 Nov 2025
PromptMoE: Generalizable Zero-Shot Anomaly Detection via Visually-Guided Prompt Mixtures
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
145
0
0
22 Nov 2025
Instruction-Guided Lesion Segmentation for Chest X-rays with Automatically Generated Large-Scale Dataset
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
386
0
0
19 Nov 2025
Is your VLM Sky-Ready? A Comprehensive Spatial Intelligence Benchmark for UAV Navigation
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
161
12
0
17 Nov 2025
AdamNX: An Adam improvement algorithm based on a novel exponential decay mechanism for the second-order moment estimate
AdamNX: An Adam improvement algorithm based on a novel exponential decay mechanism for the second-order moment estimate
Meng Zhu
Quan Xiao
Weidong Min
280
0
0
17 Nov 2025
R$^{2}$Seg: Training-Free OOD Medical Tumor Segmentation via Anatomical Reasoning and Statistical Rejection
R2^{2}2Seg: 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
144
0
0
16 Nov 2025
MMRINet: Efficient Mamba-Based Segmentation with Dual-Path Refinement for Low-Resource MRI Analysis
MMRINet: Efficient Mamba-Based Segmentation with Dual-Path Refinement for Low-Resource MRI Analysis
Abdelrahman Elsayed
Ahmed Jaheen
Mohammad Yaqub
Mamba
279
0
0
15 Nov 2025
EmbryoDiff: A Conditional Diffusion Framework with Multi-Focal Feature Fusion for Fine-Grained Embryo Developmental Stage Recognition
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
195
0
0
14 Nov 2025
DBGroup: Dual-Branch Point Grouping for Weakly Supervised 3D Semantic Instance Segmentation
DBGroup: Dual-Branch Point Grouping for Weakly Supervised 3D Semantic Instance Segmentation
Xuexun Liu
Xiaoxu Xu
Qiudan Zhang
Lin Ma
Xu Wang
234
0
0
13 Nov 2025
Fast Multi-Organ Fine Segmentation in CT Images with Hierarchical Sparse Sampling and Residual Transformer
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
241
0
0
11 Nov 2025
DI3CL: Contrastive Learning With Dynamic Instances and Contour Consistency for SAR Land-Cover Classification Foundation Model
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
176
0
0
11 Nov 2025
DTTNet: Improving Video Shadow Detection via Dark-Aware Guidance and Tokenized Temporal Modeling
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
88
0
0
10 Nov 2025
UniADC: A Unified Framework for Anomaly Detection and Classification
UniADC: A Unified Framework for Anomaly Detection and Classification
Ximiao Zhang
Min Xu
Zheng Zhang
J. Hu
Xiuzhuang Zhou
156
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10 Nov 2025
Task-Adaptive Low-Dose CT Reconstruction
Task-Adaptive Low-Dose CT Reconstruction
Necati Sefercioglu
Mehmet Ozan Unal
M. Ertas
I. Yildirim
107
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10 Nov 2025
MACMD: Multi-dilated Contextual Attention and Channel Mixer Decoding for Medical Image Segmentation
MACMD: Multi-dilated Contextual Attention and Channel Mixer Decoding for Medical Image Segmentation
Lalit Maurya
Honghai Liu
Reyer Zwiggelaar
MedIm
133
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0
08 Nov 2025
When Swin Transformer Meets KANs: An Improved Transformer Architecture for Medical Image Segmentation
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
Pengfei Gu
Danny Z. Chen
ViTMedIm
171
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0
06 Nov 2025
HyFormer-Net: A Synergistic CNN-Transformer with Interpretable Multi-Scale Fusion for Breast Lesion Segmentation and Classification in Ultrasound Images
HyFormer-Net: A Synergistic CNN-Transformer with Interpretable Multi-Scale Fusion for Breast Lesion Segmentation and Classification in Ultrasound Images
Mohammad Amanour Rahman
ViTMedIm
130
0
0
02 Nov 2025
TA-LSDiff:Topology-Aware Diffusion Guided by a Level Set Energy for Pancreas Segmentation
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
191
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0
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AD-SAM: Fine-Tuning the Segment Anything Vision Foundation Model for Autonomous Driving Perception
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
176
0
0
30 Oct 2025
SpinalSAM-R1: A Vision-Language Multimodal Interactive System for Spine CT Segmentation
SpinalSAM-R1: A Vision-Language Multimodal Interactive System for Spine CT Segmentation
Jiaming Liu
Dingwei Fan
Junyong Zhao
Chaofan Li
Haipeng Si
Liang Sun
134
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0
30 Oct 2025
SAMRI: Segment Anything Model for MRI
SAMRI: Segment Anything Model for MRI
Zhao Wang
Wei Dai
Thuy Thanh Dao
Steffen Bollmann
Hongfu Sun
Craig B. Engstrom
Shekhar S. Chandra
MedIm
165
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0
30 Oct 2025
SPG-CDENet: Spatial Prior-Guided Cross Dual Encoder Network for Multi-Organ Segmentation
SPG-CDENet: Spatial Prior-Guided Cross Dual Encoder Network for Multi-Organ Segmentation
Xizhi Tian
Changjun Zhou
Yulin. Yang
MedIm
126
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0
30 Oct 2025
LangHOPS: Language Grounded Hierarchical Open-Vocabulary Part Segmentation
LangHOPS: Language Grounded Hierarchical Open-Vocabulary Part Segmentation
Yang Miao
Jan-Nico Zaech
Xi Wang
Fabien Despinoy
Danda Pani Paudel
Luc Van Gool
VLM
353
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Adaptive Knowledge Transferring with Switching Dual-Student Framework for Semi-Supervised Medical Image Segmentation
Adaptive Knowledge Transferring with Switching Dual-Student Framework for Semi-Supervised Medical Image Segmentation
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Ba Thinh Lam
Vi Vu
Bach X. Nguyen
Jianhua Xing
Tianyang Wang
Xingjian Li
Min Xu
83
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DPGLA: Bridging the Gap between Synthetic and Real Data for Unsupervised Domain Adaptation in 3D LiDAR Semantic Segmentation
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
179
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Single-Teacher View Augmentation: Boosting Knowledge Distillation via Angular Diversity
Single-Teacher View Augmentation: Boosting Knowledge Distillation via Angular Diversity
S. Yu
Dongjun Nam
Dina Katabi
Jeany Son
150
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SemiETPicker: Fast and Label-Efficient Particle Picking for CryoET Tomography Using Semi-Supervised Learning
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Linhan Wang
Jianwen Dou
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Zhiwu Xie
Chang-Tien Lu
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3DPC
224
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Simplifying Knowledge Transfer in Pretrained Models
Simplifying Knowledge Transfer in Pretrained Models
Siddharth Jain
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163
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Randomized-MLP Regularization Improves Domain Adaptation and Interpretability in DINOv2
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ArtiLatent: Realistic Articulated 3D Object Generation via Structured Latents
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Honghua Chen
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100
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Kinaema: a recurrent sequence model for memory and pose in motion
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Mert Bulent Sariyildiz
Philippe Weinzaepfel
G. Bono
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Christian Wolf
113
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A Novel Approach to Breast Cancer Segmentation using U-Net Model with Attention Mechanisms and FedProx
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Eyad Gad
Mustafa Abou Khatwa
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140
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Click, Predict, Trust: Clinician-in-the-Loop AI Segmentation for Lung Cancer CT-Based Prognosis within the Knowledge-to-Action Framework
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Mohammad R. Salmanpour
Sonya Falahati
Amir Hossein Pouria
Amin Mousavi
Somayeh Sadat Mehrnia
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Alireza Safarian
Mehdi Maghsudi
C. Uribe
Arman Rahmim
Ren Yuan
115
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