U-Net: Convolutional Networks for Biomedical Image Segmentation

18 May 2015

Thomas Brox

Papers citing "U-Net: Convolutional Networks for Biomedical Image Segmentation"

50 / 13,167 papers shown

Title
Survival prediction using ensemble tumor segmentation and transfer learning Mariano Cabezas Sergi Valverde Sandra González-Villá Albert Clérigues Mostafa Salem Kaisar Kushibar J. Bernal A. Oliver Xavier Llado 62 24 0 04 Oct 2018
Improving the Segmentation of Anatomical Structures in Chest Radiographs using U-Net with an ImageNet Pre-trained Encoder Maayan Frid-Adar Avi Ben-Cohen Rula Amer H. Greenspan SSeg AI4CE 84 63 0 04 Oct 2018
Extreme Augmentation : Can deep learning based medical image segmentation be trained using a single manually delineated scan? Bilwaj Gaonkar Matthew Edwards Alex A. T. Bui Matthew A. Brown Luke Macyszyn 27 7 0 03 Oct 2018
DeepCMB: Lensing Reconstruction of the Cosmic Microwave Background with Deep Neural Networks J. Caldeira W. L. K. Wu Brian D. Nord Camille Avestruz Shubhendu Trivedi K. Story 101 66 0 02 Oct 2018
Gyroscope-Aided Motion Deblurring with Deep Networks Janne Mustaniemi Arno Solin Simo Särkkä Jirí Matas J. Heikkilä MDE 133 38 0 01 Oct 2018
Multi-directional Geodesic Neural Networks via Equivariant Convolution A. Poulenard M. Ovsjanikov 3DH 60 92 0 01 Oct 2018
Augmented Mitotic Cell Count using Field Of Interest Proposal Marc Aubreville C. Bertram R. Klopfleisch Andreas Maier 21 5 0 01 Oct 2018
Generative Adversarial Network for Medical Images (MI-GAN) Talha Iqbal Hazrat Ali GAN MedIm 83 198 0 01 Oct 2018
One Network to Solve All ROIs: Deep Learning CT for Any ROI using Differentiated Backprojection Yoseob Han J. C. Ye 90 35 0 01 Oct 2018
Pixel and Feature Level Based Domain Adaption for Object Detection in Autonomous Driving Yuhu Shan W. Lu C. Chew 63 93 0 30 Sep 2018
Multi-Level Contextual Network for Biomedical Image Segmentation Amirhossein Dadashzadeh Alireza Tavakoli Targhi SSeg MedIm 27 1 0 30 Sep 2018
Deep Adversarial Training for Multi-Organ Nuclei Segmentation in Histopathology Images Faisal Mahmood Daniel Borders Richard J. Chen Gregory N. McKay Kevan J. Salimian Alexander S. Baras Nicholas J. Durr GAN MedIm 106 289 0 29 Sep 2018
DeepSSM: A Deep Learning Framework for Statistical Shape Modeling from Raw Images Riddhish Bhalodia Shireen Y. Elhabian L. Kavan Ross T. Whitaker 86 60 0 28 Sep 2018
Open-Ended Content-Style Recombination Via Leakage Filtering Karl Ridgeway Michael C. Mozer DRL VLM 34 2 0 28 Sep 2018
CNNs Fusion for Building Detection in Aerial Images for the Building Detection Challenge Rémi Delassus R. Giot 3DGS 24 13 0 28 Sep 2018
Semantic Segmentation for Urban Planning Maps based on U-Net Zhiling Guo Hiroaki Shengoku Guangming Wu Qi Chen W. Yuan Xiaodan Shi Xiaowei Shao Yongwei Xu Ryosuke Shibasaki 47 32 0 28 Sep 2018
A Deep Learning Approach to Denoise Optical Coherence Tomography Images of the Optic Nerve Head S. Devalla Giridhar Subramanian T. Pham Xiaofei Wang S. Perera T. A. Tun Tin Aung L. Schmetterer Alexandre Hoang Thiery M. Girard 65 92 0 27 Sep 2018
nnU-Net: Self-adapting Framework for U-Net-Based Medical Image Segmentation Hyunjin Park Jens Petersen André Klein David Zimmerer Paul F. Jaeger ... Jakob Wasserthal Gregor Koehler T. Norajitra Sebastian J. Wirkert Klaus H. Maier-Hein SSeg 132 795 0 27 Sep 2018
No New-Net Hyunjin Park Philipp Kickingereder Wolfgang Wick Martin Bendszus Klaus H. Maier-Hein SSeg 109 400 0 27 Sep 2018
Diagnostics in Semantic Segmentation Vladimir Nekrasov Chunhua Shen Ian Reid VLM SSeg 40 3 0 27 Sep 2018
Left Ventricle Segmentation and Quantification from Cardiac Cine MR Images via Multi-task Learning Shusil Dangi Z. Yaniv Cristian A. Linte 80 24 0 26 Sep 2018
Photometric Depth Super-Resolution Bjoern Haefner Songyou Peng Alok Verma Yvain Quéau Zorah Lähner SupR MDE 94 27 0 26 Sep 2018
Deep Neural Networks for Pattern Recognition Kyongsik Yun Alexander Huyen Thomas Lu 38 31 0 25 Sep 2018
Automatic brain tumor grading from MRI data using convolutional neural networks and quality assessment Sérgio Pereira Raphael Meier Victor Alves M. Reyes Carlos Alberto Silva 50 80 0 25 Sep 2018
Pre and Post-hoc Diagnosis and Interpretation of Malignancy from Breast DCE-MRI Gabriel Maicas A. Bradley Jacinto C. Nascimento Ian Reid G. Carneiro 82 28 0 25 Sep 2018
Chargrid: Towards Understanding 2D Documents Anoop R. Katti C. Reisswig Cordula Guder Sebastian Brarda S. Bickel Johannes Höhne Jean Baptiste Faddoul 82 195 0 24 Sep 2018
Segmentation of Skin Lesions and their Attributes Using Multi-Scale Convolutional Neural Networks and Domain Specific Augmentations Mostafa Jahanifar Neda Zamani Tajeddin Navid Alemi Koohbanani A. Gooya Nasir M. Rajpoot 65 33 0 23 Sep 2018
Unsupervised Learning of Dense Optical Flow, Depth and Egomotion from Sparse Event Data Chengxi Ye A. Mitrokhin Cornelia Fermuller J. Yorke Yiannis Aloimonos MDE 59 37 0 23 Sep 2018
Human activity recognition based on time series analysis using U-Net Yong Zhang Yu Zhang Zhao Zhang Jie Bao Yunpeng Song HAI 53 38 0 20 Sep 2018
MASON: A Model AgnoStic ObjectNess Framework K. J. Joseph V. Balasubramanian OCL 47 2 0 20 Sep 2018
Conv-TasNet: Surpassing Ideal Time-Frequency Magnitude Masking for Speech Separation Yi Luo N. Mesgarani 234 1,799 0 20 Sep 2018
Generative Adversarial Network in Medical Imaging: A Review Xin Yi Ekta Walia P. Babyn GAN MedIm 137 1,405 0 19 Sep 2018
Deep Hybrid Scattering Image Learning Mu Yang Zhenghao Liu Ze-Di Cheng Jin-Shi Xu Chuan‐Feng Li Guo-Ping Guo 50 29 0 19 Sep 2018
Counting the uncountable: deep semantic density estimation from Space Andrés C. Rodríguez Jan Dirk Wegner 46 24 0 19 Sep 2018
Faster Training of Mask R-CNN by Focusing on Instance Boundaries Roland S. Zimmermann Julien N. Siems ISeg SSeg ObjD 61 68 0 19 Sep 2018
Multi-Scale Fully Convolutional Network for Cardiac Left Ventricle Segmentation Han Kang Defeng Chen 25 2 0 19 Sep 2018
Deep-learning models improve on community-level diagnosis for common congenital heart disease lesions Rima Arnaout L. Curran Erin Chinn Yili Zhao A. Moon‐Grady 27 23 0 19 Sep 2018
A Study on Deep Learning Based Sauvegrain Method for Measurement of Puberty Bone Age S. Baik Keum-Gang Cha MedIm 21 0 0 18 Sep 2018
Albumentations: fast and flexible image augmentations A. Buslaev Alex Parinov Eugene Khvedchenya V. Iglovikov Alexandr A Kalinin 204 2,008 0 18 Sep 2018
3D segmentation of mandible from multisectional CT scans by convolutional neural networks Bingjiang Qiu Jiapan Guo J. Kraeima R. Borra M. Witjes P. V. van Ooijen 25 9 0 18 Sep 2018
U-Net for MAV-based Penstock Inspection: an Investigation of Focal Loss in Multi-class Segmentation for Corrosion Identification Ty Nguyen Tolga Özaslan Ian D. Miller J. Keller Giuseppe Loianno Camillo J Taylor Daniel D. Lee Vijay Kumar Joseph H. Harwood J. Wozencraft 54 16 0 18 Sep 2018
Efficient Dense Modules of Asymmetric Convolution for Real-Time Semantic Segmentation Shao-Yuan Lo Hsueh-Ming Hang S. Chan Jing-Jhih Lin SSeg 152 195 0 17 Sep 2018
Multi Modal Convolutional Neural Networks for Brain Tumor Segmentation Mehmet Aygün Y. Sahin Gözde B. Ünal MedIm 60 22 0 17 Sep 2018
Devil in the Details: Towards Accurate Single and Multiple Human Parsing Tao Ruan Ting Liu Zilong Huang Yunchao Wei Shikui Wei Yao-Min Zhao Thomas Huang 202 251 0 17 Sep 2018
3D Path Planning from a Single 2D Fluoroscopic Image for Robot Assisted Fenestrated Endovascular Aortic Repair Jian-Qing Zheng Xiao-Yun Zhou C. Riga Guang-Zhong Yang MedIm 58 23 0 16 Sep 2018
MeshCNN: A Network with an Edge Rana Hanocka Amir Hertz N. Fish Raja Giryes S. Fleishman Daniel Cohen-Or 88 279 0 16 Sep 2018
Models Matter, So Does Training: An Empirical Study of CNNs for Optical Flow Estimation Deqing Sun Xiaodong Yang Ming-Yuan Liu Jan Kautz 3DPC 80 198 0 14 Sep 2018
VoxelMorph: A Learning Framework for Deformable Medical Image Registration Guha Balakrishnan Amy Zhao M. Sabuncu John Guttag Adrian Dalca MedIm 160 1,593 0 14 Sep 2018
GANs for Medical Image Analysis Salome Kazeminia Christoph Baur Arjan Kuijper Bram van Ginneken Nassir Navab Shadi Albarqouni Anirban Mukhopadhyay MedIm AI4CE 88 415 0 13 Sep 2018
Deep learning to achieve clinically applicable segmentation of head and neck anatomy for radiotherapy Stanislav Nikolov Sam Blackwell Alexei Zverovitch R. Mendes Michelle Livne ... Mustafa Suleyman T. Back Ricky A. Sharma J. Ledsam Olaf Ronneberger 174 299 0 12 Sep 2018