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
MetricUNet: Synergistic Image- and Voxel-Level Learning for Precise CT Prostate Segmentation via Online Sampling Kelei He C. Lian Ehsan Adeli Jing Huo Yang Gao Bing-Bin Zhang Junfeng Zhang Dinggang Shen 40 0 0 15 May 2020
Detector-SegMentor Network for Skin Lesion Localization and Segmentation Shreshth Saini D. Gupta A. Tiwari 51 13 0 13 May 2020
Neural Architecture Search for Gliomas Segmentation on Multimodal Magnetic Resonance Imaging Feifan Wang 49 6 0 13 May 2020
Medical Image Segmentation Using a U-Net type of Architecture Eshal Zahra Bostan Ali Wajahat Siddique SSeg 50 6 0 11 May 2020
An Inductive Transfer Learning Approach using Cycle-consistent Adversarial Domain Adaptation with Application to Brain Tumor Segmentation Y. Tokuoka Shuji Suzuki Yohei Sugawara 42 20 0 11 May 2020
Hierarchical Deep Convolutional Neural Networks for Multi-category Diagnosis of Gastrointestinal Disorders on Histopathological Images R. Sali Sodiq Adewole L. Ehsan L. Denson P. Kelly ... L. Holtz S. A. Ali S. Moore Sana Syed Donald E. Brown BDL 29 21 0 08 May 2020
Synergistic Learning of Lung Lobe Segmentation and Hierarchical Multi-Instance Classification for Automated Severity Assessment of COVID-19 in CT Images Kelei He Wei Zhao Xingzhi Xie Wen Ji Mingxia Liu ... F. Shi Yang Gao Jun Liu Junfeng Zhang Dinggang Shen 83 98 0 08 May 2020
Scoring Root Necrosis in Cassava Using Semantic Segmentation Tusubira Francis Jeremy Benjamin Akera Solomon Nsumba J. Nakatumba‐Nabende Ernest Mwebaze 39 8 0 07 May 2020
Adaptive Feature Selection Guided Deep Forest for COVID-19 Classification with Chest CT Liang Sun Zhanhao Mo Fuhua Yan L. Xia F. Shan ... Yaozong Gao Wanchun Gao H. Sui Daoqiang Zhang Dinggang Shen 73 182 0 07 May 2020
Diagnosis of Coronavirus Disease 2019 (COVID-19) with Structured Latent Multi-View Representation Learning Hengyuan Kang L. Xia Fuhua Yan Zhibin Wan F. Shi ... Huiting Jiang Dijia Wu H. Sui Changqing Zhang Dinggang Shen SSL 87 204 0 06 May 2020
Dual-Sampling Attention Network for Diagnosis of COVID-19 from Community Acquired Pneumonia Xi Ouyang Jiayu Huo L. Xia F. Shan Jun Liu ... Xiaohuan Cao Yaozong Gao Dijia Wu Qian Wang Dinggang Shen 69 311 0 06 May 2020
3D Tomographic Pattern Synthesis for Enhancing the Quantification of COVID-19 Siqi Liu Bogdan Georgescu Zhoubing Xu Y. Yoo G. Chabin ... Brian Teixeira A. Balachandran R. Vishwanath Thomas J. Re Dorin Comaniciu 85 18 0 05 May 2020
Boundary-aware Context Neural Network for Medical Image Segmentation Ruxin Wang Shuyuan Chen Chaojie Ji Jianping Fan Ye Li 49 144 0 03 May 2020
ACCL: Adversarial constrained-CNN loss for weakly supervised medical image segmentation Pengyi Zhang Yunxin Zhong Xiaoqiong Li OOD 76 18 0 01 May 2020
The International Workshop on Osteoarthritis Imaging Knee MRI Segmentation Challenge: A Multi-Institute Evaluation and Analysis Framework on a Standardized Dataset Arjun D Desai Francesco Calivá C. Iriondo Naji Khosravan Aliasghar Mortazi ... R. Regatte G. Gold B. Hargreaves V. Pedoia Akshay S. Chaudhari 66 62 0 29 Apr 2020
FU-net: Multi-class Image Segmentation Using Feedback Weighted U-net M. Jafari Ruizhe Li Yue Xing Dorothee Auer S. Francis J. Garibaldi Xin Chen SSeg 50 14 0 28 Apr 2020
A Deep Attentive Convolutional Neural Network for Automatic Cortical Plate Segmentation in Fetal MRI Haoran Dou Davood Karimi C. Rollins C. Ortinau L. Vasung C. Velasco-Annis Abdelhakim Ouaalam Xin Yang Dong Ni Ali Gholipour 51 55 0 27 Apr 2020
Spatial-Temporal Mitosis Detection in Phase-Contrast Microscopy via Likelihood Map Estimation by 3DCNN Kazuya Nishimura Ryoma Bise 16 5 0 27 Apr 2020
A Survey on Incorporating Domain Knowledge into Deep Learning for Medical Image Analysis Xiaozhen Xie J. Niu Xuefeng Liu Zhengsu Chen Shaojie Tang Shui Yu 92 15 0 25 Apr 2020
Neural Head Reenactment with Latent Pose Descriptors Egor Burkov I. Pasechnik Artur Grigorev Victor Lempitsky 3DH 122 131 0 24 Apr 2020
A Two-Stage Multiple Instance Learning Framework for the Detection of Breast Cancer in Mammograms Chandra K. Sarath A. Chakravarty N. Ghosh Tandra Sarkar Ramanathan Sethuraman Debdoot Sheet MedIm 31 11 0 24 Apr 2020
COVID-19 Chest CT Image Segmentation -- A Deep Convolutional Neural Network Solution Qingsen Yan Bo Wang Dong Gong Chuan Luo Wei Zhao Jianhuo Shen Javen Qinfeng Shi Shuo Jin Liang Zhang Zheng You 90 151 0 23 Apr 2020
A review: Deep learning for medical image segmentation using multi-modality fusion Tongxue Zhou S. Ruan S. Canu 88 517 0 22 Apr 2020
Multi-view Self-Constructing Graph Convolutional Networks with Adaptive Class Weighting Loss for Semantic Segmentation Qinghui Liu Michael C. Kampffmeyer Robert Jenssen Arnt-Børre Salberg SSL 56 36 0 21 Apr 2020
SynthMorph: learning contrast-invariant registration without acquired images Malte Hoffmann Benjamin Billot Douglas N. Greve Juan Eugenio Iglesias Bruce Fischl Adrian Dalca MedIm 79 163 0 21 Apr 2020
Partial Volume Segmentation of Brain MRI Scans of any Resolution and Contrast Benjamin Billot Eleanor D. Robinson Adrian Dalca Juan Eugenio Iglesias 65 36 0 21 Apr 2020
Deep Cerebellar Nuclei Segmentation via Semi-Supervised Deep Context-Aware Learning from 7T Diffusion MRI Jinyoung Kim R. Patriat J. Kaplan Oren Solomon N. Harel 37 17 0 21 Apr 2020
Pseudo-healthy synthesis with pathology disentanglement and adversarial learning Tian Xia A. Chartsias Sotirios A. Tsaftaris MedIm 58 39 0 20 Apr 2020
Weakly Supervised Geodesic Segmentation of Egyptian Mummy CT Scans Avik Hati Matteo Bustreo Diego Sona Vittorio Murino Alessio Del Bue 21 1 0 17 Apr 2020
Multi-Scale Supervised 3D U-Net for Kidneys and Kidney Tumor Segmentation Wenshuai Zhao Dihong Jiang Jorge Peña Queralta Tomi Westerlund SSeg 53 70 0 17 Apr 2020
Relational Modeling for Robust and Efficient Pulmonary Lobe Segmentation in CT Scans Weiyi Xie Colin Jacobs Jean-Paul Charbonnier Bram van Ginneken 95 86 0 16 Apr 2020
RescueNet: Joint Building Segmentation and Damage Assessment from Satellite Imagery Rohit Gupta M. Shah 141 93 0 15 Apr 2020
JCS: An Explainable COVID-19 Diagnosis System by Joint Classification and Segmentation Yu-Huan Wu Shanghua Gao Jie Mei Jun Xu Deng-Ping Fan Chao Zhao Ming-Ming Cheng 76 382 0 15 Apr 2020
Res-CR-Net, a residual network with a novel architecture optimized for the semantic segmentation of microscopy images H. Abdallah Asiri G. Liyanaarachchi Maranda Saigh Samantha Silvers S. Arslanturk D. Taatjes L. Larsson B. Jena D. Gatti SSeg 25 9 0 14 Apr 2020
SpaceNet 6: Multi-Sensor All Weather Mapping Dataset Jacob Shermeyer Daniel Hogan Jason Brown A. V. Etten N. Weir ... Ronny Haensch A. Bastidas S. Soenen Todd M. Bacastow Ryan Lewis 141 106 0 14 Apr 2020
Deep-Edge: An Efficient Framework for Deep Learning Model Update on Heterogeneous Edge Anirban Bhattacharjee A. Chhokra Hongyang Sun Shashank Shekhar A. Gokhale G. Karsai A. Dubey 38 8 0 13 Apr 2020
Improving Calibration and Out-of-Distribution Detection in Medical Image Segmentation with Convolutional Neural Networks Davood Karimi Ali Gholipour OOD 64 9 0 12 Apr 2020
Test-Time Adaptable Neural Networks for Robust Medical Image Segmentation Neerav Karani Ertunc Erdil K. Chaitanya E. Konukoglu OOD 61 172 0 09 Apr 2020
Capsules for Biomedical Image Segmentation Rodney LaLonde Ziyue Xu Ismail Irmakci Sanjay Jain Ulas Bagci SSeg MedIm 45 0 0 09 Apr 2020
Review of Artificial Intelligence Techniques in Imaging Data Acquisition, Segmentation and Diagnosis for COVID-19 F. Shi Jun Wang Jun Shi Zi-xiang Wu Qian Wang Zhenyu Tang Kelei He Yinghuan Shi Dinggang Shen 108 1,060 0 06 Apr 2020
Deep Learning on Chest X-ray Images to Detect and Evaluate Pneumonia Cases at the Era of COVID-19 K. Hammoudi H. Benhabiles Mahmoud Melkemi Fadi Dornaika Ignacio Arganda-Carreras Dominique Collard A. Scherpereel 89 178 0 05 Apr 2020
Segmentation for Classification of Screening Pancreatic Neuroendocrine Tumors Zhuotun Zhu Yongyi Lu Wei Shen Elliot K. Fishman Alan Yuille 48 10 0 04 Apr 2020
Attention-Guided Version of 2D UNet for Automatic Brain Tumor Segmentation Mehrdad Noori Ali Bahri K. Mohammadi 3DV 48 98 0 04 Apr 2020
Crossover-Net: Leveraging the Vertical-Horizontal Crossover Relation for Robust Segmentation Qian Yu Yinghuan Shi Yefeng Zheng Yang Gao Jianbing Zhu Yakang Dai MedIm 96 0 0 03 Apr 2020
End-To-End Convolutional Neural Network for 3D Reconstruction of Knee Bones From Bi-Planar X-Ray Images Yoni Kasten Daniel Doktofsky I. Kovler 3DV MedIm 88 88 0 02 Apr 2020
Diagnosing COVID-19 Pneumonia from X-Ray and CT Images using Deep Learning and Transfer Learning Algorithms H. Maghdid Aras T. Asaad K. Ghafoor A. Sadiq M. Khan 59 406 0 31 Mar 2020
Pathological Retinal Region Segmentation From OCT Images Using Geometric Relation Based Augmentation Dwarikanath Mahapatra Behzad Bozorgtabar Jean-Philippe Thiran Ling Shao 94 30 0 31 Mar 2020
Real-Time Fruit Recognition and Grasping Estimation for Autonomous Apple Harvesting Hanwen Kang Chao Chen 82 113 0 30 Mar 2020
CAKES: Channel-wise Automatic KErnel Shrinking for Efficient 3D Networks Qihang Yu Yingwei Li Jieru Mei Yuyin Zhou Alan Yuille 3DPC 66 3 0 28 Mar 2020
Mapping the Landscape of Artificial Intelligence Applications against COVID-19 Joseph Aylett-Bullock A. Luccioni K. H. Pham C. Lam M. Luengo-Oroz AI4CE 126 407 0 25 Mar 2020