Deep Retinal Image Understanding

5 September 2016

Kevis-Kokitsi Maninis

Jordi Pont-Tuset

Pablo Arbeláez

Luc Van Gool

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Papers citing "Deep Retinal Image Understanding"

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Title
Particle Swarm Optimization for Great Enhancement in Semi-Supervised Retinal Vessel Segmentation with Generative Adversarial Networks Qiang Huo GAN 6 5 0 17 Jun 2019
Recurrent U-Net for Resource-Constrained Segmentation Wei Wang Kaicheng Yu Joachim Hugonot Pascal Fua Mathieu Salzmann 3DV SSeg 32 98 0 11 Jun 2019
Computer-aided Detection of Squamous Carcinoma of the Cervix in Whole Slide Images Ye Tian Li Yang Wei Wang Jing Zhang Qing Tang Mili Ji Yang Yu Yu Li Hong Yang A. Qian 12 11 0 27 May 2019
Joint Segmentation and Path Classification of Curvilinear Structures Agata Mosinska Mateusz Koziñski Pascal Fua 27 28 0 09 May 2019
DDNet: Cartesian-polar Dual-domain Network for the Joint Optic Disc and Cup Segmentation Q. Liu Xiaopeng Hong Wei Ke Zailiang Chen Beiji Zou 21 4 0 18 Apr 2019
Retinal Vessels Segmentation Based on Dilated Multi-Scale Convolutional Neural Network Yun Jiang Ning Tan T. Peng Hai Zhang MedIm 9 71 0 11 Apr 2019
From Patch to Image Segmentation using Fully Convolutional Networks -- Application to Retinal Images Taibou Birgui Sekou Moncef Hidane Julien Olivier H. Cardot MedIm 11 33 0 08 Apr 2019
Standardized Assessment of Automatic Segmentation of White Matter Hyperintensities and Results of the WMH Segmentation Challenge Hugo J. Kuijf J. M. Biesbroek J. de Bresser R. Heinen Simon Andermatt ... Christopher P L H Chen W. M. van der Flier F. Barkhof M. Viergever G. Biessels 11 250 0 01 Apr 2019
Connection Sensitive Attention U-NET for Accurate Retinal Vessel Segmentation Ruirui Li Mingming Li Jiacheng Li Yating Zhou 14 42 0 13 Mar 2019
Patch-based Output Space Adversarial Learning for Joint Optic Disc and Cup Segmentation Shujun Wang Lequan Yu Xin Yang Chi-Wing Fu Pheng-Ann Heng MedIm 18 220 0 20 Feb 2019
Progressive Generative Adversarial Networks for Medical Image Super resolution Dwarikanath Mahapatra Behzad Bozorgtabar GAN MedIm 19 28 0 06 Feb 2019
Cascaded V-Net using ROI masks for brain tumor segmentation Adrià Casamitjana Hugo J. Kuijf Bjoern H. Menze M. Reyes Verónica Vilaplana 22 196 0 30 Dec 2018
Application of Deep Learning in Fundus Image Processing for Ophthalmic Diagnosis -- A Review S. Sengupta Amitojdeep Singh Henry A. Leopold T. Gulati Vasudevan Lakshminarayanan MedIm 34 128 0 09 Dec 2018
Tracing in 2D to Reduce the Annotation Effort for 3D Deep Delineation Mateusz Koziñski Agata Mosinska Mathieu Salzmann Pascal Fua MedIm 3DV 36 20 0 26 Nov 2018
M2U-Net: Effective and Efficient Retinal Vessel Segmentation for Resource-Constrained Environments Tim Laibacher Tillman Weyde Sepehr Jalali 13 35 0 19 Nov 2018
Deep Learning based Computer-Aided Diagnosis Systems for Diabetic Retinopathy: A Survey Norah M. Asiri M. Hussain Fadwa Al Adel Hatim Aboalsamh 17 227 0 03 Nov 2018
Generative Adversarial Network for Medical Images (MI-GAN) Talha Iqbal Hazrat Ali GAN MedIm 20 194 0 01 Oct 2018
Seeing Tree Structure from Vibration Tianfan Xue Jiajun Wu Zhoutong Zhang Chengkai Zhang J. Tenenbaum William T. Freeman 16 8 0 13 Sep 2018
Retinal Vessel Segmentation under Extreme Low Annotation: A Generative Adversarial Network Approach A. Lahiri V. Jain Arnab Kumar Mondal P. Biswas GAN MedIm 38 12 0 05 Sep 2018
Iterative Deep Learning for Road Topology Extraction Carles Ventura Jordi Pont-Tuset Sergi Caelles Kevis-Kokitsi Maninis Luc Van Gool 14 32 0 28 Aug 2018
Holographic Visualisation of Radiology Data and Automated Machine Learning-based Medical Image Segmentation Lucian Trestioreanu 38 2 0 15 Aug 2018
Scale Space Approximation in Convolutional Neural Networks for Retinal Vessel Segmentation Kyoung Jin Noh S. Park Soochahn Lee MedIm 10 0 0 24 Jun 2018
Retinal Optic Disc Segmentation using Conditional Generative Adversarial Network V. Singh Hatem A. Rashwan Farhan Akram Nidhi Pandey Md. Mostafa Kamal Sarker Adel Saleh Saddam Abdulwahab Najlaa Maaroof S. Romaní D. Puig GAN MedIm 28 29 0 11 Jun 2018
Deep Vessel Segmentation By Learning Graphical Connectivity Seung Yeon Shin Soochahn Lee I. Yun Kyoung Mu Lee 21 205 0 06 Jun 2018
Retinal Vessel Segmentation Based on Conditional Deep Convolutional Generative Adversarial Networks Yun Jiang Ning Tan MedIm GAN SSeg 14 5 0 11 May 2018
Stack-U-Net: Refinement Network for Image Segmentation on the Example of Optic Disc and Cup Artem Sevastopolsky S. Drapak Konstantin Kiselev Blake M. Snyder J. Keenan Anastasia Georgievskaya 29 40 0 30 Apr 2018
DeepVesselNet: Vessel Segmentation, Centerline Prediction, and Bifurcation Detection in 3-D Angiographic Volumes Giles Tetteh Velizar Efremov Nils D. Forkert Matthias Schneider Jan Kirschke B. Weber C. Zimmer Marie Piraud Bjoern H. Menze MedIm 3DPC 28 212 0 25 Mar 2018
BTS-DSN: Deeply Supervised Neural Network with Short Connections for Retinal Vessel Segmentation Song Guo Kai Wang Hong Kang Yujun Zhang Yingqi Gao Tao Li 13 127 0 11 Mar 2018
Joint Optic Disc and Cup Segmentation Based on Multi-label Deep Network and Polar Transformation Huazhu Fu Jun Cheng Yanwu Xu D. Wong Jiang-Dong Liu Xiaochun Cao MedIm 8 733 0 03 Jan 2018
Deep convolutional neural networks for segmenting 3D in vivo multiphoton images of vasculature in Alzheimer disease mouse models Mohammad Haft-Javaherian Linjing Fang V. Muse C. Schaffer N. Nishimura M. Sabuncu 39 72 0 03 Jan 2018
Beyond the Pixel-Wise Loss for Topology-Aware Delineation Agata Mosinska Pablo Márquez-Neila Mateusz Koziñski Pascal Fua 3DV 37 231 0 06 Dec 2017
Iterative Deep Learning for Network Topology Extraction Carles Ventura Jordi Pont-Tuset Sergi Caelles Kevis-Kokitsi Maninis Luc Van Gool 13 8 0 04 Dec 2017
Detection-aided liver lesion segmentation using deep learning Míriam Bellver Kevis-Kokitsi Maninis Jordi Pont-Tuset Xavier Giró-i-Nieto Jordi Torres Luc Van Gool MedIm 37 49 0 29 Nov 2017
Retinal Vasculature Segmentation Using Local Saliency Maps and Generative Adversarial Networks For Image Super Resolution Dwarikanath Mahapatra Behzad Bozorgtabar MedIm GAN 8 40 0 13 Oct 2017
Neural Multi-Atlas Label Fusion: Application to Cardiac MR Images Heran Yang Jian Sun Huibin Li Lisheng Wang Zongben Xu 33 27 0 27 Sep 2017
Video Object Segmentation Without Temporal Information Kevis-Kokitsi Maninis Sergi Caelles Yuhua Chen Jordi Pont-Tuset Laura Leal-Taixé Daniel Cremers Luc Van Gool VOS 29 338 0 18 Sep 2017
Automatic Tool Landmark Detection for Stereo Vision in Robot-Assisted Retinal Surgery Thomas Probst Kevis-Kokitsi Maninis Ajad Chhatkuli M. Ourak E. V. Poorten Luc Van Gool 17 40 0 17 Sep 2017
Deep learning with convolutional neural networks for decoding and visualization of EEG pathology R. Schirrmeister Lukas A. W. Gemein Katharina Eggensperger Frank Hutter T. Ball MedIm 42 147 0 26 Aug 2017
Recent Advances in the Applications of Convolutional Neural Networks to Medical Image Contour Detection Zizhao Zhang Fuyong Xing H. Su Xiaoshuang Shi L. Yang AAML 38 13 0 24 Aug 2017
Automatic Classification of Bright Retinal Lesions via Deep Network Features Ibrahim Sadek Mohamed Elawady Abd El Rahman Shabayek MedIm 29 17 0 07 Jul 2017
Appearance invariance in convolutional networks with neighborhood similarity Tolga Tasdizen Mehdi S. M. Sajjadi Mehran Javanmardi Nisha Ramesh 14 0 0 03 Jul 2017
Retinal Vessel Segmentation in Fundoscopic Images with Generative Adversarial Networks Jaemin Son S. Park Kyu-Hwan Jung GAN MedIm 15 159 0 28 Jun 2017
An Ensemble Deep Learning Based Approach for Red Lesion Detection in Fundus Images J. Orlando E. Prokofyeva M. D. Fresno Matthew B. Blaschko MedIm 25 242 0 09 Jun 2017
Synthesizing Filamentary Structured Images with GANs He Zhao Huiqi Li Li Cheng GAN MedIm 30 26 0 07 Jun 2017
Deep-FExt: Deep Feature Extraction for Vessel Segmentation and Centerline Prediction Giles Tetteh Markus Rempfler Bjoern H. Menze C. Zimmer 16 14 0 12 Apr 2017
Optic Disc and Cup Segmentation Methods for Glaucoma Detection with Modification of U-Net Convolutional Neural Network Artem Sevastopolsky 20 379 0 04 Apr 2017
A Survey on Deep Learning in Medical Image Analysis G. Litjens Thijs Kooi B. Bejnordi A. Setio F. Ciompi Mohsen Ghafoorian Jeroen van der Laak Bram van Ginneken C. I. Sánchez OOD 337 10,621 0 19 Feb 2017
An Adversarial Regularisation for Semi-Supervised Training of Structured Output Neural Networks Mateusz Koziñski Loïc Simon F. Jurie GAN 19 18 0 08 Feb 2017
One-Shot Video Object Segmentation Sergi Caelles Kevis-Kokitsi Maninis Jordi Pont-Tuset Laura Leal-Taixé Daniel Cremers Luc Van Gool VOS 14 909 0 16 Nov 2016
Convolutional Oriented Boundaries Kevis-Kokitsi Maninis Jordi Pont-Tuset Pablo Arbelaez Luc Van Gool 13 231 0 09 Aug 2016