U-Net: Convolutional Networks for Biomedical Image Segmentation

18 May 2015

Thomas Brox

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

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Title
Image Inpainting with Learnable Feature Imputation Håkon Hukkelås Frank Lindseth Rudolf Mester FAtt 44 12 0 02 Nov 2020
Deep Learning in Computer-Aided Diagnosis and Treatment of Tumors: A Survey Dan Zhao Guizhi Xu Xu Zhenghua Thomas Lukasiewicz Minmin Xue Zhigang Fu OOD 42 2 0 02 Nov 2020
MARNet: Multi-Abstraction Refinement Network for 3D Point Cloud Analysis Rahul Chakwate Arulkumar Subramaniam Anurag Mittal 3DPC 30 0 0 02 Nov 2020
nnU-Net for Brain Tumor Segmentation Hyunjin Park Paul F. Jaeger Peter M. Full Philipp Vollmuth Klaus H. Maier-Hein 72 302 0 02 Nov 2020
Do not trust the neighbors! Adversarial Metric Learning for Self-Supervised Scene Flow Estimation Victor Zuanazzi SSL 3DPC 49 0 0 01 Nov 2020
A Dilated Residual Hierarchically Fashioned Segmentation Framework for Extracting Gleason Tissues and Grading Prostate Cancer from Whole Slide Images Taimur Hassan Bilal Hassan A. El-Baz Naoufel Werghi 89 10 0 01 Nov 2020
Learning Euler's Elastica Model for Medical Image Segmentation Xu Chen Xiangde Luo Yitian Zhao Shaoting Zhang Guotai Wang Yalin Zheng MedIm 44 17 0 01 Nov 2020
Segmentation of Infrared Breast Images Using MultiResUnet Neural Network Ange Lou Shuyue Guan Nada Kamona Murray H. Loew 35 12 0 31 Oct 2020
Self-paced and self-consistent co-training for semi-supervised image segmentation Ping Wang Jizong Peng M. Pedersoli Yuanfeng Zhou Caiming Zhang Christian Desrosiers 77 53 0 31 Oct 2020
AGAIN-VC: A One-shot Voice Conversion using Activation Guidance and Adaptive Instance Normalization Yen-Hao Chen Da-Yi Wu Tsung-Han Wu Hung-yi Lee 111 108 0 31 Oct 2020
Leveraging Adaptive Color Augmentation in Convolutional Neural Networks for Deep Skin Lesion Segmentation A. Saha Prem Prasad Abdullah Thabit MedIm 28 21 0 31 Oct 2020
Multi-stage transfer learning for lung segmentation using portable X-ray devices for patients with COVID-19 P. Vidal J. D. Moura Jorge Novo M. Ortega OOD 68 60 0 30 Oct 2020
Autonomous Robotic Screening of Tubular Structures based only on Real-Time Ultrasound Imaging Feedback Zhongliang Jiang Zhenyu Li Matthias Grimm Mingchuan Zhou M. Esposito W. Wein W. Stechele T. Wendler Nassir Navab 57 66 0 30 Oct 2020
Adversarial Robust Training of Deep Learning MRI Reconstruction Models Francesco Calivá Kaiyang Cheng Rutwik Shah V. Pedoia OOD AAML MedIm 86 11 0 30 Oct 2020
Wide-angle Image Rectification: A Survey Jinlong Fan Jing Zhang Stephen J. Maybank Dacheng Tao 93 20 0 30 Oct 2020
DeepWay: a Deep Learning Waypoint Estimator for Global Path Generation Vittorio Mazzia Francesco Salvetti Diego Aghi Marcello Chiaberge 33 3 0 30 Oct 2020
Automatic Myocardial Infarction Evaluation from Delayed-Enhancement Cardiac MRI using Deep Convolutional Networks K. Girum Youssef Skandarani Raabid Hussain A. B. Grayeli G. Créhange A. Lalande 54 10 0 30 Oct 2020
Bridging Composite and Real: Towards End-to-end Deep Image Matting Jizhizi Li Jing Zhang Stephen J. Maybank Dacheng Tao 95 119 0 30 Oct 2020
CT-CAPS: Feature Extraction-based Automated Framework for COVID-19 Disease Identification from Chest CT Scans using Capsule Networks Shahin Heidarian Parnian Afshar Arash Mohammadi M. Rafiee A. Oikonomou Konstantinos N. Plataniotis F. Naderkhani 76 26 0 30 Oct 2020
COVID-FACT: A Fully-Automated Capsule Network-based Framework for Identification of COVID-19 Cases from Chest CT scans Shahin Heidarian Parnian Afshar Nastaran Enshaei F. Naderkhani A. Oikonomou ... Faranak Babaki Fard K. Samimi Konstantinos N. Plataniotis Arash Mohammadi M. Rafiee MedIm 46 77 0 30 Oct 2020
PIINET: A 360-degree Panoramic Image Inpainting Network Using a Cube Map Seo Woo Han D. Suh GAN 3DPC 48 16 0 30 Oct 2020
Ink Marker Segmentation in Histopathology Images Using Deep Learning Danial Maleki M. Afshari Morteza Babaie H. R. Tizhoosh 18 3 0 29 Oct 2020
deep21: a Deep Learning Method for 21cm Foreground Removal T. Lucas Makinen Lachlan Lancaster F. Villaescusa-Navarro Peter Melchior S. Ho Laurence Perreault Levasseur D. Spergel 3DPC 56 30 0 29 Oct 2020
A Helmholtz equation solver using unsupervised learning: Application to transcranial ultrasound A. Stanziola Simon Arridge B. Cox B. Treeby 61 35 0 29 Oct 2020
Volumetric Medical Image Segmentation: A 3D Deep Coarse-to-fine Framework and Its Adversarial Examples Yingwei Li Zhuotun Zhu Yuyin Zhou Yingda Xia Wei Shen Elliot K. Fishman Alan Yuille MedIm 82 23 0 29 Oct 2020
Brain Tumor Segmentation Network Using Attention-based Fusion and Spatial Relationship Constraint Chenyu Liu Wangbin Ding Lei Li Zhen Zhang Chenhao Pei Liqin Huang Xiahai Zhuang 64 26 0 29 Oct 2020
An automatic multi-tissue human fetal brain segmentation benchmark using the Fetal Tissue Annotation Dataset K. Payette Priscille de Dumast Hamza Kebiri Ivan Ezhov Johannes C. Paetzold ... G. Natalucci T. Karayannis Bjoern Menze Meritxell Bach Cuadra Andras Jakab 67 110 0 29 Oct 2020
UNetGAN: A Robust Speech Enhancement Approach in Time Domain for Extremely Low Signal-to-noise Ratio Condition Xiang Hao Xiangdong Su Zhiyu Wang Hui Zhang Batushiren 63 33 0 29 Oct 2020
FlatNet: Towards Photorealistic Scene Reconstruction from Lensless Measurements Salman S. Khan Varun Sundar Vivek Boominathan Ashok Veeraraghavan Kaushik Mitra 3DV 74 69 0 29 Oct 2020
Recurrent neural circuits for contour detection Drew Linsley Junkyung Kim A. Ashok Thomas Serre 83 45 0 29 Oct 2020
Real-time Tropical Cyclone Intensity Estimation by Handling Temporally Heterogeneous Satellite Data Boyo Chen Buo‐Fu Chen Yungang Chen 21 15 0 28 Oct 2020
AbdomenCT-1K: Is Abdominal Organ Segmentation A Solved Problem? Jun Ma Yao Zhang Song Gu Cheng Zhu Cheng Ge ... Shangqing Liu Yunpeng Wang Yuhui Li Jian He Xiaoping Yang SSeg OOD 121 346 0 28 Oct 2020
Point of Care Image Analysis for COVID-19 Daniel Yaron Daphna Keidar Elisha Goldstein Y. Shachar Ayelet Blass ... L. Demi Meirav Galun Shai Bagon Yishai M. Elyada Yonina C. Eldar 40 12 0 28 Oct 2020
MultiMix: Sparingly Supervised, Extreme Multitask Learning From Medical Images Ayaan Haque A. Imran Adam S. Wang Demetri Terzopoulos SSL 65 11 0 28 Oct 2020
Memory Optimization for Deep Networks Aashaka Shah Chaoxia Wu Jayashree Mohan Vijay Chidambaram Philipp Krahenbuhl 79 24 0 27 Oct 2020
FragmentVC: Any-to-Any Voice Conversion by End-to-End Extracting and Fusing Fine-Grained Voice Fragments With Attention Yist Y. Lin C. Chien Jheng-hao Lin Hung-yi Lee Lin-Shan Lee 60 79 0 27 Oct 2020
Out-of-core Training for Extremely Large-Scale Neural Networks With Adaptive Window-Based Scheduling Akio Hayakawa T. Narihira 31 4 0 27 Oct 2020
Micro-CT Synthesis and Inner Ear Super Resolution via Generative Adversarial Networks and Bayesian Inference Hongwei Bran Li Rameshwara G. N. Prasad Anjany Sekuboyina Chen Niu S. Bai W. Hemmert Bjoern Menze SupR OOD MedIm 79 1 0 27 Oct 2020
Cross-directional Feature Fusion Network for Building Damage Assessment from Satellite Imagery Yu Shen Sijie Zhu Taojiannan Yang Chong Chen 45 12 0 27 Oct 2020
Impact of Spherical Coordinates Transformation Pre-processing in Deep Convolution Neural Networks for Brain Tumor Segmentation and Survival Prediction C. Russo Sidong Liu A. Di Ieva 82 15 0 27 Oct 2020
Optimization for Medical Image Segmentation: Theory and Practice when evaluating with Dice Score or Jaccard Index Tom Eelbode J. Bertels Maxim Berman Dirk Vandermeulen F. Maes R. Bisschops Matthew B. Blaschko 134 268 0 26 Oct 2020
Matthews Correlation Coefficient Loss for Deep Convolutional Networks: Application to Skin Lesion Segmentation Kumar Abhishek Ghassan Hamarneh 49 32 0 26 Oct 2020
Flexible Piecewise Curves Estimation for Photo Enhancement Chongyi Li Chunle Guo Qiming Ai Shangchen Zhou Chen Change Loy 84 20 0 26 Oct 2020
What is the best data augmentation for 3D brain tumor segmentation? M. Cirillo David Abramian Anders Eklund 49 4 0 26 Oct 2020
Semi supervised segmentation and graph-based tracking of 3D nuclei in time-lapse microscopy S. Shailja Jiaxiang Jiang B. S. Manjunath 50 8 0 26 Oct 2020
Structural Prior Driven Regularized Deep Learning for Sonar Image Classification Isaac D. Gerg V. Monga 27 33 0 26 Oct 2020
A Joint Convolutional and Spatial Quad-Directional LSTM Network for Phase Unwrapping Malsha V. Perera Ashwin De Silva 24 14 0 26 Oct 2020
Scribble-based Weakly Supervised Deep Learning for Road Surface Extraction from Remote Sensing Images Yao Wei Shunping Ji 57 83 0 25 Oct 2020
Context Aware 3D UNet for Brain Tumor Segmentation Parvez Ahmad Saqib Qamar Linlin Shen Adnan Saeed SSeg 69 36 0 25 Oct 2020
Deep Denoising For Scientific Discovery: A Case Study In Electron Microscopy S. Mohan R. Manzorro Joshua L. Vincent Binh Tang D. Y. Sheth Eero P. Simoncelli David S. Matteson Peter A Crozier C. Fernandez‐Granda 91 29 0 24 Oct 2020