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 / 2,404 papers shown

Title
Cross Modal Distillation for Flood Extent Mapping Shubhika Garg Ben Feinstein Shahar Timnat Vishal Batchu G. Dror Adi Gerzi Rosenthal Varun Gulshan 33 12 0 16 Feb 2023
Detection and Segmentation of Pancreas using Morphological Snakes and Deep Convolutional Neural Networks Agapi Davradou 28 2 0 13 Feb 2023
PUPS: Point Cloud Unified Panoptic Segmentation Shihao Su Jianyun Xu Huanyu Wang Zhenwei Miao Xin Zhan Dayang Hao Xi Li 3DPC 30 19 0 13 Feb 2023
Deep Anatomical Federated Network (Dafne): An open client-server framework for the continuous, collaborative improvement of deep learning-based medical image segmentation F. Santini Jakob Wasserthal Abramo Agosti X. Deligianni K. Keene ... C. Weidensteiner G. Manco Matteo Paoletti Valentina Mazzoli Arjun D Desai FedML MedIm 27 9 0 13 Feb 2023
Deep Learning in Healthcare: An In-Depth Analysis Farzan Shenavarmasouleh F. Mohammadi Khaled Rasheed H. Arabnia BDL 19 1 0 12 Feb 2023
Optimized Hybrid Focal Margin Loss for Crack Segmentation Jiajie Chen 31 1 0 09 Feb 2023
Enhancing Modality-Agnostic Representations via Meta-Learning for Brain Tumor Segmentation Aishik Konwer Xiaoling Hu Joseph Bae Xuanang Xu Chaoyu Chen Prateek Prasanna 32 16 0 08 Feb 2023
A Generalized Surface Loss for Reducing the Hausdorff Distance in Medical Imaging Segmentation A. Celaya B. Rivière David T. Fuentes MedIm 33 8 0 08 Feb 2023
3D Vessel Segmentation with Limited Guidance of 2D Structure-agnostic Vessel Annotations Huai Chen Xiuying Wang Lisheng Wang 3DPC 20 4 0 07 Feb 2023
Multi-organ segmentation: a progressive exploration of learning paradigms under scarce annotation Shiman Li Haoran Wang Yucong Meng Chenxi Zhang Zhijian Song 45 6 0 07 Feb 2023
Exploiting Partial Common Information Microstructure for Multi-Modal Brain Tumor Segmentation Yongsheng Mei Guru Venkataramani Tian-Shing Lan 34 10 0 06 Feb 2023
Rethinking Semi-Supervised Medical Image Segmentation: A Variance-Reduction Perspective Chenyu You Weicheng Dai Yifei Min Fenglin Liu David Clifton S. Kevin Zhou Lawrence H. Staib James S Duncan 28 69 0 03 Feb 2023
From slides (through tiles) to pixels: an explainability framework for weakly supervised models in pre-clinical pathology Marco Bertolini Van-Khoa Le Jake Pencharz A. Poehlmann Djork-Arné Clevert Santiago D. Villalba F. Montanari 41 0 0 03 Feb 2023
Improved distinct bone segmentation in upper-body CT through multi-resolution networks Eva Schnider J. Wolleb Antal Huck M. Toranelli G. Rauter M. Müller-Gerbl Philippe C. Cattin 16 3 0 31 Jan 2023
$FractalAD: A simple industrial anomaly detection method using fractal anomaly generation and backbone knowledge distillation$ FractalAD: A simple industrial anomaly detection method using fractal anomaly generation and backbone knowledge distillation X. Xia Weijie Lv Xing He Nan Li Chuanqi Liu Ning Ding 41 1 0 30 Jan 2023
CancerUniT: Towards a Single Unified Model for Effective Detection, Segmentation, and Diagnosis of Eight Major Cancers Using a Large Collection of CT Scans Jieneng Chen Yingda Xia Jiawen Yao K. Yan Jianpeng Zhang ... Xin Chen Jingren Zhou Alan Yuille Zai-De Liu Ling Zhang ViT MedIm 38 14 0 28 Jan 2023
Anatomy-aware and acquisition-agnostic joint registration with SynthMorph Malte Hoffmann Andrew Hoopes Douglas N. Greve Bruce Fischl Adrian Dalca MedIm 54 16 0 26 Jan 2023
Enhancing Medical Image Segmentation with TransCeption: A Multi-Scale Feature Fusion Approach Reza Azad Yiwei Jia Ehsan Khodapanah Aghdam Julien Cohen-Adad Dorit Merhof ViT MedIm 36 26 0 25 Jan 2023
Deep learning-based method for segmenting epithelial layer of tubules in histopathological images of testicular tissue A. Fakhrzadeh Pouya Karimian Mahsa Meyari C. L. Luengo Hendriks L. Holm C. Sonne R. Dietz Ellinor Spörndly-Nees MedIm 11 0 0 24 Jan 2023
Towards Robust Video Instance Segmentation with Temporal-Aware Transformer Zhenghao Zhang Fang Shao Zuozhuo Dai Siyu Zhu ViT 22 1 0 20 Jan 2023
Interpreting CNN Predictions using Conditional Generative Adversarial Networks Akash Guna Raul Benitez Sikha GAN 23 4 0 19 Jan 2023
Class Enhancement Losses with Pseudo Labels for Zero-shot Semantic Segmentation S. D. Dao Hengcan Shi Dinh Q. Phung Jianfei Cai VLM 34 0 0 18 Jan 2023
Composite Deep Network with Feature Weighting for Improved Delineation of COVID Infection in Lung CT Pallab Dutta S. Mitra 39 0 0 17 Jan 2023
Acute ischemic stroke lesion segmentation in non-contrast CT images using 3D convolutional neural networks A. Dobshik S. Verbitskiy I. Pestunov K. Sherman Yuriy Sinyavskiy A. Tulupov V. Berikov 26 6 0 17 Jan 2023
Post-Train Adaptive U-Net for Image Segmentation K. Khabarlak SSeg 18 1 0 16 Jan 2023
RCPS: Rectified Contrastive Pseudo Supervision for Semi-Supervised Medical Image Segmentation Xiangyun Zhao Zengxin Qi Sheng Wang Qian Wang Xuehai Wu Ying Mao Lichi Zhang 23 38 0 13 Jan 2023
Semantic Segmentation via Pixel-to-Center Similarity Calculation Dongyue Wu Zi-Wen Guo Ao Li Changqian Yu Changxin Gao Nong Sang 31 2 0 12 Jan 2023
Co-training with High-Confidence Pseudo Labels for Semi-supervised Medical Image Segmentation Zhiqiang Shen Peng Cao Hua Yang Xiaoli Liu Jinzhu Yang Osmar R. Zaiane 32 38 0 11 Jan 2023
An atrium segmentation network with location guidance and siamese adjustment Yu Xie Zhiyong Zhang Shaolong Chen Changzhen Qiu 3DPC MedIm 21 0 0 11 Jan 2023
Advances in Medical Image Analysis with Vision Transformers: A Comprehensive Review Reza Azad A. Kazerouni Moein Heidari Ehsan Khodapanah Aghdam Amir Molaei Yiwei Jia Abin Jose Rijo Roy Dorit Merhof MedIm ViT 43 162 0 09 Jan 2023
Towards Real-Time Panoptic Narrative Grounding by an End-to-End Grounding Network Haowei Wang Jiayi Ji Yiyi Zhou Yongjian Wu Xiaoshuai Sun 40 15 0 09 Jan 2023
Multiclass Semantic Segmentation to Identify Anatomical Sub-Regions of Brain and Measure Neuronal Health in Parkinson's Disease H. Barzekar Hai Ngu Hangyu Lin Mohsen Hejrati S. Valdespino Sarah Chu Baris Bingol Somaye Hashemifar Soumitra Ghosh 8 2 0 07 Jan 2023
InsPro: Propagating Instance Query and Proposal for Online Video Instance Segmentation Fei He Haoyang Zhang Naiyu Gao Jian Jia Yanhu Shan Xin Zhao Kaiqi Huang ISeg 59 14 0 05 Jan 2023
Brain Tissue Segmentation Across the Human Lifespan via Supervised Contrastive Learning Xiaoyang Chen Jinjian Wu Wenjiao Lyu Yichen Zou Kim-Han Thung Siyuan Liu Ye Wu Sahar Ahmad P. Yap 52 4 0 03 Jan 2023
Understanding Imbalanced Semantic Segmentation Through Neural Collapse Zhisheng Zhong Jiequan Cui Yibo Yang Xiaoyang Wu Xiaojuan Qi Xinming Zhang Jiaya Jia 143 46 0 03 Jan 2023
PanopticPartFormer++: A Unified and Decoupled View for Panoptic Part Segmentation Xiangtai Li Shilin Xu Yibo Yang Haobo Yuan Guangliang Cheng Yu Tong Zhouchen Lin Ming-Hsuan Yang Dacheng Tao ViT 54 21 0 03 Jan 2023
Betrayed by Captions: Joint Caption Grounding and Generation for Open Vocabulary Instance Segmentation Jianzong Wu Xiangtai Li Henghui Ding Xia Li Guangliang Cheng Yu Tong Chen Change Loy VLM 100 31 0 02 Jan 2023
Towards Reliable Medical Image Segmentation by utilizing Evidential Calibrated Uncertainty K. Zou Yidi Chen Ling Huang Xuedong Yuan Xiaojing Shen Meng Wang Rick Siow Mong Goh Yong-Jin Liu Huazhu Fu UQCV 33 4 0 01 Jan 2023
MTNeuro: A Benchmark for Evaluating Representations of Brain Structure Across Multiple Levels of Abstraction Jorge Quesada Lakshmi Sathidevi Ran Liu Nauman Ahad Joy M. Jackson ... Matthew Y Jin Carolina Urzay William R. Gray Roncal Erik C. Johnson Eva L. Dyer 106 4 0 01 Jan 2023
MagicNet: Semi-Supervised Multi-Organ Segmentation via Magic-Cube Partition and Recovery Duowen Chen Yunhao Bai Wei Shen Qingli Li Lequan Yu Yan Wang 17 25 0 29 Dec 2022
Position-Aware Contrastive Alignment for Referring Image Segmentation Bo Chen Zhiwei Hu Zhilong Ji Jinfeng Bai W. Zuo 33 8 0 27 Dec 2022
xFBD: Focused Building Damage Dataset and Analysis Dennis Melamed Cameron Johnson Chen Zhao Russell Blue Philip Morrone A. Hoogs Brian Clipp AAML 11 2 0 23 Dec 2022
TruFor: Leveraging all-round clues for trustworthy image forgery detection and localization Fabrizio Guillaro D. Cozzolino Avneesh Sud Nick Dufour L. Verdoliva 32 100 0 21 Dec 2022
TMS-Net: A Segmentation Network Coupled With A Run-time Quality Control Method For Robust Cardiac Image Segmentation F. Uslu Anil A. Bharath 39 14 0 21 Dec 2022
Planning-oriented Autonomous Driving Yi Hu Jiazhi Yang Li Chen Keyu Li Chonghao Sima ... Xiaosong Jia Qiang Liu Jifeng Dai Yu Qiao Hongyang Li 52 598 0 20 Dec 2022
Focal-UNet: UNet-like Focal Modulation for Medical Image Segmentation Mohammadreza Naderi Mohammad H. Givkashi F. Piri N. Karimi S. Samavi ViT MedIm 32 13 0 19 Dec 2022
Segmentation Ability Map: Interpret deep features for medical image segmentation Sheng He Yanfang Feng P. E. Grant Yangming Ou SSeg 27 24 0 19 Dec 2022
Fully and Weakly Supervised Referring Expression Segmentation with End-to-End Learning Hui Li Mingjie Sun Jimin Xiao Eng Gee Lim Yao-Min Zhao 29 20 0 17 Dec 2022
Context Label Learning: Improving Background Class Representations in Semantic Segmentation Zeju Li Konstantinos Kamnitsas Cheng Ouyang Chen Chen Ben Glocker VLM 30 6 0 16 Dec 2022
Differentiating Student Feedbacks for Knowledge Tracing Jiajun Cui Wei Zhang Chanjin Zheng Lu Wang Mo Yu Wei Zhang AI4Ed 39 0 0 16 Dec 2022