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 / 2,425 papers shown

Title
Towards Interpretable and Robust Hand Detection via Pixel-wise Prediction Dan Liu Libo Zhang Tiejian Luo Lili Tao Yanjun Wu FAtt 71 17 0 13 Jan 2020
Robust Brain Magnetic Resonance Image Segmentation for Hydrocephalus Patients: Hard and Soft Attention Xuhua Ren Jiayu Huo Kai Xuan Dongming Wei Lichi Zhang Qian Wang 117 13 0 12 Jan 2020
Dynamic Coronary Roadmapping via Catheter Tip Tracking in X-ray Fluoroscopy with Deep Learning Based Bayesian Filtering Hua Ma Ihor Smal J. Daemen T. van Walsum 31 41 0 11 Jan 2020
A context based deep learning approach for unbalanced medical image segmentation Balamurali Murugesan Kaushik Sarveswaran S. VijayaRaghavan Sharath M. Shankaranarayana Keerthi Ram M. Sivaprakasam GAN MedIm SSeg 63 10 0 08 Jan 2020
On-the-fly Prediction of Protein Hydration Densities and Free Energies using Deep Learning A. Ghanbarpour Amr H. Mahmoud M. Lill 3DH AI4CE 23 4 0 07 Jan 2020
Automated Pavement Crack Segmentation Using U-Net-based Convolutional Neural Network Stephen L. H. Lau Xin Wang Yang Xu Edwin K. P. Chong SSeg 48 8 0 07 Jan 2020
Unpaired Multi-modal Segmentation via Knowledge Distillation Qi Dou Quande Liu Pheng Ann Heng Ben Glocker 74 179 0 06 Jan 2020
Robust Semantic Segmentation of Brain Tumor Regions from 3D MRIs Andriy Myronenko Ali Hatamizadeh 99 49 0 06 Jan 2020
Automated Segmentation of Vertebrae on Lateral Chest Radiography Using Deep Learning Sanket Badhe Varun Singh Joy Li P. Lakhani 29 1 0 05 Jan 2020
Self-Orthogonality Module: A Network Architecture Plug-in for Learning Orthogonal Filters Ziming Zhang Wenchi Ma Yuanwei Wu Guanghui Wang 85 10 0 05 Jan 2020
Segmentation of Cellular Patterns in Confocal Images of Melanocytic Lesions in vivo via a Multiscale Encoder-Decoder Network (MED-Net) Kivanc Kose Alican Bozkurt C. Alessi-Fox M. Gill C. Longo G. Pellacani Jennifer Dy Dana H. Brooks M. Rajadhyaksha 61 31 0 03 Jan 2020
A $^3$ DSegNet: Anatomy-aware artifact disentanglement and segmentation network for unpaired segmentation, artifact reduction, and modality translation Y. Lyu Haofu Liao Heqin Zhu S. Kevin Zhou MedIm 53 4 0 02 Jan 2020
Transfer Learning for Brain Tumor Segmentation Jonas Wacker Marcelo Ladeira J. Nascimento MedIm 133 23 0 28 Dec 2019
Learn to Segment Retinal Lesions and Beyond Qijie Wei Xirong Li Weihong Yu Xiao Zhang Yongpeng Zhang ... Bin Mo Di Gong N. Chen Dayong Ding You-xin Chen MedIm 126 48 0 25 Dec 2019
Active Learning for Segmentation Based on Bayesian Sample Queries Firat Özdemir Z. Peng Philipp Fürnstahl C. Tanner O. Goksel 71 22 0 22 Dec 2019
Transfer Learning with Edge Attention for Prostate MRI Segmentation Xiangxiang Qin MedIm 28 16 0 20 Dec 2019
C2FNAS: Coarse-to-Fine Neural Architecture Search for 3D Medical Image Segmentation Qihang Yu Dong Yang H. Roth Yutong Bai Yixiao Zhang Alan Yuille Daguang Xu 110 109 0 20 Dec 2019
Evaluation of Multi-Slice Inputs to Convolutional Neural Networks for Medical Image Segmentation Minh H. Vu G. Grimbergen T. Nyholm Tommy Löfstedt SSeg 69 32 0 19 Dec 2019
MRI Pulse Sequence Integration for Deep-Learning Based Brain Metastasis Segmentation Darvin Yi E. Grøvik Michael Iv E. Tong K. Emblem ... A. Latysheva K. Jacobsen Å. Helland Greg Zaharchuk D. Rubin OOD 26 12 0 18 Dec 2019
SegTHOR: Segmentation of Thoracic Organs at Risk in CT images Zoé Lambert Caroline Petitjean B. Dubray S. Ruan OOD 43 3 0 12 Dec 2019
UNet++: Redesigning Skip Connections to Exploit Multiscale Features in Image Segmentation Zongwei Zhou M. R. Siddiquee Nima Tajbakhsh Jianming Liang SSeg 135 2,674 0 11 Dec 2019
SOLO: Segmenting Objects by Locations Xinlong Wang Tao Kong Chunhua Shen Yuning Jiang Lei Li SSeg ISeg 99 686 0 10 Dec 2019
Voxel2Mesh: 3D Mesh Model Generation from Volumetric Data Udaranga Wickramasinghe Edoardo Remelli G. Knott Pascal Fua 102 97 0 08 Dec 2019
Mining Domain Knowledge: Improved Framework towards Automatically Standardizing Anatomical Structure Nomenclature in Radiotherapy Qiming Yang H. Chao D. Nguyen Steve B. Jiang 82 7 0 04 Dec 2019
Knee Cartilage Segmentation Using Diffusion-Weighted MRI A. Duarte Chaitra V. Hegde Aakash Kaku S. Mohan J. Raya MedIm 36 1 0 04 Dec 2019
Multi-Channel Volumetric Neural Network for Knee Cartilage Segmentation in Cone-beam CT Jennifer K. Maier Luis Carlos Rivera Monroy Christopher Syben Yejin Jeon Jang-Hwan Choi M. Hall M. Levenston G. Gold R. Fahrig Andreas Maier 23 1 0 03 Dec 2019
The state of the art in kidney and kidney tumor segmentation in contrast-enhanced CT imaging: Results of the KiTS19 Challenge N. Heller Hyunjin Park Klaus H. Maier-Hein X. Hou Chunmei Xie ... S. Peterson A. Kalapara N. Sathianathen Nikolaos Papanikolopoulos C. Weight 67 493 0 02 Dec 2019
Confidence Calibration and Predictive Uncertainty Estimation for Deep Medical Image Segmentation Alireza Mehrtash W. Wells C. Tempany Purang Abolmaesumi Tina Kapur OOD FedML UQCV 140 278 0 29 Nov 2019
Class-Conditional Domain Adaptation on Semantic Segmentation Yue Wang Yuke Li J. Elder Runmin Wu Huchuan Lu 15 5 0 27 Nov 2019
Automatic Post-Stroke Lesion Segmentation on MR Images using 3D Residual Convolutional Neural Network Naofumi Tomita Steven Jiang M. Maeder Saeed Hassanpour 64 58 0 25 Nov 2019
Reinventing 2D Convolutions for 3D Images Jiancheng Yang Xiaoyang Huang Yi He Jingwei Xu Canqian Yang Guozheng Xu Bingbing Ni 109 11 0 24 Nov 2019
Constrained Linear Data-feature Mapping for Image Classification Juncai He Yuyan Chen Lian Zhang Jinchao Xu 71 2 0 23 Nov 2019
Globally Guided Progressive Fusion Network for 3D Pancreas Segmentation Chaowei Fang Guanbin Li Changzai Pan Yiming Li Yizhou Yu MedIm 49 38 0 23 Nov 2019
Iteratively-Refined Interactive 3D Medical Image Segmentation with Multi-Agent Reinforcement Learning X. Liao Wenhao Li Qisen Xu Xiangfeng Wang Bo Jin Xiaoyun Zhang Ya Zhang Yanfeng Wang 98 82 0 23 Nov 2019
HybridNetSeg: A Compact Hybrid Network for Retinal Vessel Segmentation Ling Luo Dingyu Xue Xinglong Feng 38 3 0 22 Nov 2019
Segmenting Medical MRI via Recurrent Decoding Cell Y. Wen Kai Xie Lianghua He MedIm 52 8 0 21 Nov 2019
Segmentation of Defective Skulls from CT Data for Tissue Modelling O. Kodym M. Spanel A. Herout 18 8 0 20 Nov 2019
Automatic Image Co-Segmentation: A Survey Xiabi Liu Xin Duan 49 3 0 18 Nov 2019
Coverage Testing of Deep Learning Models using Dataset Characterization Senthil Mani A. Sankaran Srikanth G. Tamilselvam Akshay Sethi AAML 46 19 0 17 Nov 2019
ResUNet++: An Advanced Architecture for Medical Image Segmentation Debesh Jha P. Smedsrud Michael A. Riegler Dag Johansen Thomas de Lange Pål Halvorsen H. Johansen SSeg 94 934 0 16 Nov 2019
Automatic Annotation of Hip Anatomy in Fluoroscopy for Robust and Efficient 2D/3D Registration Robert Grupp Mathias Unberath Cong Gao Rachel A. Hegeman Ryan J. Murphy C. Alexander Y. Otake Benjamin A. McArthur Mehran Armand Russell H. Taylor 100 59 0 16 Nov 2019
DARTS: DenseUnet-based Automatic Rapid Tool for brain Segmentation Aakash Kaku Chaitra V. Hegde Jeffrey R. Huang Sohae Chung X. Wang Matthew Young A. Radmanesh Yvonne W. Lui N. Razavian 122 20 0 13 Nov 2019
IrisNet: Deep Learning for Automatic and Real-time Tongue Contour Tracking in Ultrasound Video Data using Peripheral Vision Mohammad Mozaffari Md. Aminur Rab Ratul Won-Sook Lee 57 2 0 10 Nov 2019
Deep learning for cardiac image segmentation: A review Chen Chen C. Qin Huaqi Qiu G. Tarroni Jinming Duan Wenjia Bai Daniel Rueckert SSeg 3DV 141 689 0 09 Nov 2019
Dice Loss for Data-imbalanced NLP Tasks Xiaoya Li Xiaofei Sun Yuxian Meng Junjun Liang Leilei Gan Jiwei Li 123 594 0 07 Nov 2019
Machine Learning Techniques for Biomedical Image Segmentation: An Overview of Technical Aspects and Introduction to State-of-Art Applications Hyunseok Seo M. B. Khuzani V. Vasudevan Charles Huang Hongyi Ren Ruoxiu Xiao Xiao Jia Lei Xing VLM 82 226 0 06 Nov 2019
Optimization with soft Dice can lead to a volumetric bias J. Bertels D. Robben Dirk Vandermeulen P. Suetens 70 23 0 06 Nov 2019
3D Deformable Convolutions for MRI classification Marina Pominova E. Kondrateva M. Sharaev Sergey Pavlov A. Bernstein Evgeny Burnaev MedIm 47 18 0 05 Nov 2019
Automated Inline Analysis of Myocardial Perfusion MRI with Deep Learning H. Xue R. Davies L. Brown K. Knott T. Kotecha Marianna Fontana S. Plein James C. Moon Peter Kellman 183 44 0 02 Nov 2019
Deep learning on edge: extracting field boundaries from satellite images with a convolutional neural network F. Waldner F. Diakogiannis 112 207 0 26 Oct 2019