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
BS-Net: learning COVID-19 pneumonia severity on a large Chest X-Ray dataset A. Signoroni Mattia Savardi Sergio Benini Nicola Adami R. Leonardi ... F. Vaccher M. Ravanelli A. Borghesi R. Maroldi D. Farina 92 37 0 08 Jun 2020
Novel Adaptive Binary Search Strategy-First Hybrid Pyramid- and Clustering-Based CNN Filter Pruning Method without Parameters Setting K. Chung Yu-Lun Chang Bo-Wei Tsai 27 0 0 08 Jun 2020
Photoacoustic Microscopy with Sparse Data Enabled by Convolutional Neural Networks for Fast Imaging Jiasheng Zhou Da He Xiaoyu Shang Zhendong Guo Sung-Liang Chen Jiajia Luo 24 5 0 08 Jun 2020
Are We Hungry for 3D LiDAR Data for Semantic Segmentation? A Survey and Experimental Study Biao Gao Yancheng Pan Chengkun Li Sibo Geng Huijing Zhao 3DPC 130 25 0 08 Jun 2020
Text Detection and Recognition in the Wild: A Review Z. Raisi Mohamed A. Naiel Paul Fieguth Steven Wardell John S. Zelek 84 35 0 08 Jun 2020
Realistic text replacement with non-uniform style conditioning Arseny Nerinovsky Igor Buzhinsky Andrey Filchenkov 29 0 0 07 Jun 2020
VQVC+: One-Shot Voice Conversion by Vector Quantization and U-Net architecture Da-Yi Wu Yen-Hao Chen Hung-yi Lee 84 101 0 07 Jun 2020
Robust Learning Through Cross-Task Consistency Amir Zamir Alexander Sax Teresa Yeo Oğuzhan Fatih Kar Nikhil Cheerla Rohan Suri Zhangjie Cao Jitendra Malik Leonidas Guibas OOD 68 158 0 07 Jun 2020
CubifAE-3D: Monocular Camera Space Cubification for Auto-Encoder based 3D Object Detection Shubham Shrivastava Punarjay Chakravarty 3DPC 25 1 0 07 Jun 2020
Enhancing Facial Data Diversity with Style-based Face Aging Markos Georgopoulos James Oldfield M. Nicolaou Yannis Panagakis Maja Pantic CVBM 50 12 0 06 Jun 2020
3D Self-Supervised Methods for Medical Imaging Aiham Taleb W. Loetzsch Noel Danz Julius Severin Thomas Gaertner Benjamin Bergner C. Lippert SSL 127 214 0 06 Jun 2020
UCLID-Net: Single View Reconstruction in Object Space Benoît Guillard Edoardo Remelli Pascal Fua 3DV 45 7 0 06 Jun 2020
Learning Diagnosis of COVID-19 from a Single Radiological Image Pengyi Zhang Yunxin Zhong Xiaoying Tang Yu-Cheng Deng Xiaoqiong Li MedIm 70 8 0 06 Jun 2020
Deep Octree-based CNNs with Output-Guided Skip Connections for 3D Shape and Scene Completion Peng-Shuai Wang Yang Liu Xin Tong 3DPC 74 64 0 06 Jun 2020
GRNet: Gridding Residual Network for Dense Point Cloud Completion Haozhe Xie Huanjin Yao Shangchen Zhou Jiageng Mao Shengping Zhang Wenxiu Sun 3DPC 88 317 0 06 Jun 2020
Data Augmentation using Generative Adversarial Networks (GANs) for GAN-based Detection of Pneumonia and COVID-19 in Chest X-ray Images Saman Motamed Patrik Rogalla Farzad Khalvati MedIm 113 4 0 05 Jun 2020
A Soft Humanoid Hand with In-Finger Visual Perception Felix Hundhausen J. Starke Tamim Asfour 72 16 0 05 Jun 2020
Structurally aware bidirectional unpaired image to image translation between CT and MR Vismay Agrawal Avinash Kori V. K. Anand Ganapathy Krishnamurthi DiffM MedIm 13 1 0 05 Jun 2020
Uncertainty-Aware CNNs for Depth Completion: Uncertainty from Beginning to End Abdelrahman Eldesokey Michael Felsberg Karl Holmquist M. Persson BDL UQCV 73 113 0 05 Jun 2020
Funnel-Transformer: Filtering out Sequential Redundancy for Efficient Language Processing Zihang Dai Guokun Lai Yiming Yang Quoc V. Le 109 236 0 05 Jun 2020
MSDU-net: A Multi-Scale Dilated U-net for Blur Detection Fan Yang X. Xiao 79 14 0 05 Jun 2020
Visually Guided Sound Source Separation using Cascaded Opponent Filter Network Lingyu Zhu Esa Rahtu 103 23 0 04 Jun 2020
Pathological myopia classification with simultaneous lesion segmentation using deep learning Ruben Hemelings B. Elen Matthew B. Blaschko J. Jacob Ingeborg Stalmans P. Boever 43 52 0 04 Jun 2020
Uncertainty quantification in medical image segmentation with normalizing flows Raghavendra Selvan F. Faye Jon Middleton A. Pai MedIm 87 31 0 04 Jun 2020
Robust Automatic Whole Brain Extraction on Magnetic Resonance Imaging of Brain Tumor Patients using Dense-Vnet S. Ranjbar K. Singleton L. Curtin Cassandra R. Rickertsen L. Paulson Leland S. Hu J. R. Mitchell Kristin R Swanson 19 6 0 04 Jun 2020
Automated segmentation of retinal fluid volumes from structural and angiographic optical coherence tomography using deep learning Yukun Guo T. Hormel Honglian Xiong Jie Wang T. Hwang Yali Jia 37 40 0 03 Jun 2020
CT-based COVID-19 Triage: Deep Multitask Learning Improves Joint Identification and Severity Quantification M. Goncharov Maxim Pisov A. Shevtsov B. Shirokikh Anvar Kurmukov ... V. Chernina A. Solovev V. Gombolevskiy S. Morozov Mikhail Belyaev OOD 45 76 0 02 Jun 2020
Federated Learning in Vehicular Networks Ahmet M. Elbir Burak Soner Sinem Coleri Deniz Gunduz M. Bennis 91 167 0 02 Jun 2020
Adaptive convolutional neural networks for k-space data interpolation in fast magnetic resonance imaging Tianming Du Honggang Zhang Yuemeng Li H. K. Song Yong-Xian Fan 51 2 0 02 Jun 2020
A GAN-Based Image Transformation Scheme for Privacy-Preserving Deep Neural Networks Warit Sirichotedumrong Hitoshi Kiya PICV 54 68 0 02 Jun 2020
Real-time Earthquake Early Warning with Deep Learning: Application to the 2016 Central Apennines, Italy Earthquake Sequence Xiong Zhang Miao Zhang X. Tian AI4Cl 16 42 0 02 Jun 2020
A comparative study of 2D image segmentation algorithms for traumatic brain lesions using CT data from the ProTECTIII multicenter clinical trial Shruti Jadon Owen P. Leary I. Pan Tyler Harder D. Wright Lisa H. Merck D. Merck 69 27 0 01 Jun 2020
BIMCV COVID-19+: a large annotated dataset of RX and CT images from COVID-19 patients M. Iglesia-Vayá J. Saborit J. Montell A. Pertusa A. Bustos ... Domingo Orozco-Beltrán Francisco García-García M. Caparrós G. González J. M. Salinas 82 229 0 01 Jun 2020
DPDnet: A Robust People Detector using Deep Learning with an Overhead Depth Camera D. Fuentes-Jiménez Roberto Martín-López Cristina Losada-Gutiérrez D. Casillas-Pérez Javier Macias-Guarasa Daniel Pizarro-Perez C. Vázquez 3DH 39 21 0 01 Jun 2020
Multi-scale Cloud Detection in Remote Sensing Images using a Dual Convolutional Neural Network Markku Luotamo Sari Metsamaki Arto Klami 58 24 0 01 Jun 2020
Foreground-aware Semantic Representations for Image Harmonization Konstantin Sofiiuk Polina Popenova Anton Konushin 82 73 0 01 Jun 2020
A Review on End-To-End Methods for Brain Tumor Segmentation and Overall Survival Prediction Snehal Rajput M. Raval 3DV 46 13 0 31 May 2020
DC-UNet: Rethinking the U-Net Architecture with Dual Channel Efficient CNN for Medical Images Segmentation Ange Lou Shuyue Guan Murray H. Loew SSeg 63 187 0 31 May 2020
Probabilistic self-learning framework for Low-dose CT Denoising T. Bai D. Nguyen Biling Wang Steve B. Jiang OOD 55 31 0 30 May 2020
SDCT-AuxNet $^θ$ : DCT Augmented Stain Deconvolutional CNN with Auxiliary Classifier for Cancer Diagnosis S. Gehlot Anubha Gupta Ritu Gupta MedIm 73 54 0 30 May 2020
Reconstructing undersampled photoacoustic microscopy images using deep learning Anthony DiSpirito Daiwei Li Tri Vu Maomao Chen D. Zhang Jianwen Luo R. Horstmeyer Junjie Yao 38 97 0 30 May 2020
MetaInv-Net: Meta Inversion Network for Sparse View CT Image Reconstruction Haimiao Zhang Baodong Liu Hengyong Yu Bin Dong 82 63 0 30 May 2020
Anatomical Predictions using Subject-Specific Medical Data Marianne Rakic John Guttag Adrian Dalca 3DH MedIm 39 1 0 29 May 2020
Synthesizing lesions using contextual GANs improves breast cancer classification on mammograms Eric Wu K. Wu William Lotter GAN MedIm 56 16 0 29 May 2020
Synthetic Learning: Learn From Distributed Asynchronized Discriminator GAN Without Sharing Medical Image Data Qi Chang Hui Qu Yikai Zhang M. Sabuncu Chao Chen Tong Zhang Dimitris N. Metaxas MedIm 101 83 0 29 May 2020
NuClick: A Deep Learning Framework for Interactive Segmentation of Microscopy Images Navid Alemi Koohbanani Mostafa Jahanifar Neda Zamani Tajadin Nasir M. Rajpoot 65 124 0 29 May 2020
WaveSNet: Wavelet Integrated Deep Networks for Image Segmentation Qiufu Li Linlin Shen 128 25 0 29 May 2020
Enhancing Foreground Boundaries for Medical Image Segmentation Dong Yang H. Roth Xiaosong Wang Ziyue Xu Andriy Myronenko Daguang Xu 34 7 0 29 May 2020
Two-stage framework for optic disc localization and glaucoma classification in retinal fundus images using deep learning Muhammad Naseer Bajwa M. I. Malik Shoaib Ahmed Siddiqui Andreas Dengel Faisal Shafait Wolfgang Neumeier Sheraz Ahmed 46 148 0 28 May 2020
Overview: Computer vision and machine learning for microstructural characterization and analysis Elizabeth A. Holm R. Cohn Nan Gao Andrew R. Kitahara Thomas P. Matson Bo Lei Srujana Rao Yarasi 67 165 0 28 May 2020