Feature Learning to Automatically Assess Radiographic Knee Osteoarthritis Severity

23 August 2019

Papers citing "Feature Learning to Automatically Assess Radiographic Knee Osteoarthritis Severity"

27 / 27 papers shown

Title
Predicting knee osteoarthritis severity: comparative modeling based on patient's data and plain X-ray images Jaynal Abedin Joseph Antony Kevin McGuinness Kieran Moran Noel E. O'Connor Dietrich-Rebholz Schuhmann J. Newell 29 69 0 23 Aug 2019
Assessing Knee OA Severity with CNN attention-based end-to-end architectures Marc Górriz Joseph Antony Kevin McGuinness Xavier Giró-i-Nieto Noel E. O'Connor MedIm 51 46 0 23 Aug 2019
Automatic Knee Osteoarthritis Diagnosis from Plain Radiographs: A Deep Learning-Based Approach A. Tiulpin J. Thevenot Esa Rahtu P. Lehenkari S. Saarakkala MedIm 68 469 0 29 Oct 2017
Convolutional Neural Networks for Medical Image Analysis: Full Training or Fine Tuning? Nima Tajbakhsh Jae Y. Shin S. Gurudu R. T. Hurst Christopher B. Kendall Michael B. Gotway Jianming Liang 241 2,531 0 02 Jun 2017
Automatic Detection of Knee Joints and Quantification of Knee Osteoarthritis Severity using Convolutional Neural Networks Joseph Antony Kevin McGuinness Kieran Moran Noel E. O'Connor MedIm 34 158 0 29 Mar 2017
Automatic Liver and Tumor Segmentation of CT and MRI Volumes using Cascaded Fully Convolutional Neural Networks P. Christ Florian Ettlinger Felix Grün M. Elshaer Jana Lipkova ... Julian Holch Wieland Sommer R. Braren V. Heinemann Bjoern Menze MedIm 65 330 0 20 Feb 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 705 10,826 0 19 Feb 2017
A novel method for automatic localization of joint area on knee plain radiographs A. Tiulpin J. Thevenot Esa Rahtu S. Saarakkala 58 41 0 31 Jan 2017
CNN-based Segmentation of Medical Imaging Data Baris Kayalibay Grady Jensen Patrick van der Smagt SSeg 214 416 0 11 Jan 2017
A simple squared-error reformulation for ordinal classification Christopher Beckham C. Pal 54 30 0 02 Dec 2016
Quantifying Radiographic Knee Osteoarthritis Severity using Deep Convolutional Neural Networks Joseph Antony Kevin McGuinness Noel E. O'Connor Kieran Moran MedIm 64 252 0 08 Sep 2016
V-Net: Fully Convolutional Neural Networks for Volumetric Medical Image Segmentation Fausto Milletari Nassir Navab Seyed-Ahmad Ahmadi 248 8,722 0 15 Jun 2016
Fully Convolutional Networks for Semantic Segmentation Evan Shelhamer Jonathan Long Trevor Darrell VOS SSeg 750 37,895 0 20 May 2016
MOON: A Mixed Objective Optimization Network for the Recognition of Facial Attributes Ethan M. Rudd Manuel Günther Terrance Boult CVBM 73 211 0 22 Mar 2016
$Deep convolutional networks for automated detection of posterior-element fractures on spine CT$ Deep convolutional networks for automated detection of posterior-element fractures on spine CT H. Roth Yinong Wang Jianhua Yao Le Lu Joseph E. Burns Ronald M. Summers MedIm 45 55 0 29 Jan 2016
Real-time 2D/3D Registration via CNN Regression S. Miao Z. J. Wang Rui Liao 35 94 0 27 Jul 2015
Brain Tumor Segmentation with Deep Neural Networks Mohammad Havaei Axel Davy David Warde-Farley A. Biard Aaron Courville Yoshua Bengio C. Pal Pierre-Marc Jodoin Hugo Larochelle 3DV 121 2,882 0 13 May 2015
Deep convolutional networks for pancreas segmentation in CT imaging H. Roth A. Farag Le Lu E. Turkbey Ronald M. Summers MedIm SSeg 63 179 0 15 Apr 2015
How transferable are features in deep neural networks? J. Yosinski Jeff Clune Yoshua Bengio Hod Lipson OOD 238 8,353 0 06 Nov 2014
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.7K 100,529 0 04 Sep 2014
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 1.7K 39,615 0 01 Sep 2014
On the Consistency of Ordinal Regression Methods Fabian Pedregosa Francis R. Bach Alexandre Gramfort MoMe 73 67 0 11 Aug 2014
Caffe: Convolutional Architecture for Fast Feature Embedding Yangqing Jia Evan Shelhamer Jeff Donahue Sergey Karayev Jonathan Long Ross B. Girshick S. Guadarrama Trevor Darrell VLM BDL 3DV 280 14,715 0 20 Jun 2014
Joint Training of a Convolutional Network and a Graphical Model for Human Pose Estimation Jonathan Tompson Arjun Jain Yann LeCun C. Bregler 3DH 141 1,542 0 11 Jun 2014
Return of the Devil in the Details: Delving Deep into Convolutional Nets Ken Chatfield Karen Simonyan Andrea Vedaldi Andrew Zisserman FAtt 224 3,418 0 14 May 2014
Scalable Object Detection using Deep Neural Networks D. Erhan Christian Szegedy Alexander Toshev Dragomir Anguelov ObjD 120 1,166 0 08 Dec 2013
Recognizing Image Style Sergey Karayev Matthew Trentacoste Helen Han A. Agarwala Trevor Darrell Aaron Hertzmann Holger Winnemoeller 85 459 0 15 Nov 2013