A superpixel-driven deep learning approach for the analysis of
dermatological wounds

A superpixel-driven deep learning approach for the analysis of dermatological wounds

13 September 2019

P. M. A. Marques

Daniel de Oliveira

Papers citing "A superpixel-driven deep learning approach for the analysis of dermatological wounds"

11 / 11 papers shown

Title
Fine-grained wound tissue analysis using deep neural network Hossein Nejati H. A. Ghazijahani Milad Abdollahzadeh Tooba Malekzadeh Ngai-Man Cheung K. Lee L. Low 35 23 0 28 Feb 2018
DFUNet: Convolutional Neural Networks for Diabetic Foot Ulcer Classification Manu Goyal N. Reeves A. K. Davison S. Rajbhandari Jennifer Spragg Moi Hoon Yap 47 188 0 28 Nov 2017
Skin Lesion Analysis Towards Melanoma Detection Using Deep Learning Network Yuexiang Li Linlin Shen MedIm 44 533 0 02 Mar 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 572 10,726 0 19 Feb 2017
Deep Convolutional Neural Networks for Computer-Aided Detection: CNN Architectures, Dataset Characteristics and Transfer Learning Hoo-Chang Shin H. Roth Mingchen Gao Le Lu Ziyue Xu Isabella Nogues Jianhua Yao D. Mollura Ronald M. Summers 49 4,587 0 10 Feb 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 1.6K 192,638 0 10 Dec 2015
Rethinking the Inception Architecture for Computer Vision Christian Szegedy Vincent Vanhoucke Sergey Ioffe Jonathon Shlens Z. Wojna 3DV BDL 577 27,231 0 02 Dec 2015
Going Deeper with Convolutions Christian Szegedy Wei Liu Yangqing Jia P. Sermanet Scott E. Reed Dragomir Anguelov D. Erhan Vincent Vanhoucke Andrew Rabinovich 361 43,511 0 17 Sep 2014
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.1K 99,991 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 1.2K 39,383 0 01 Sep 2014
Improving neural networks by preventing co-adaptation of feature detectors Geoffrey E. Hinton Nitish Srivastava A. Krizhevsky Ilya Sutskever Ruslan Salakhutdinov VLM 406 7,650 0 03 Jul 2012