Deep Learning Ensembles for Melanoma Recognition in Dermoscopy Images

Deep Learning Ensembles for Melanoma Recognition in Dermoscopy Images

14 October 2016

Sharath Pankanti

Papers citing "Deep Learning Ensembles for Melanoma Recognition in Dermoscopy Images"

10 / 60 papers shown

Title
Multi-views Fusion CNN for Left Ventricular Volumes Estimation on Cardiac MR Images Gongning Luo Suyu Dong Kuanquan Wang W. Zuo Shaodong Cao Henggui Zhang 28 72 0 09 Apr 2018
Data, Depth, and Design: Learning Reliable Models for Skin Lesion Analysis Eduardo Valle Michel Fornaciali Afonso Menegola Julia Tavares F. Bittencourt Lin Tzy Li Sandra Avila 17 25 0 01 Nov 2017
Skin Lesion Analysis Toward Melanoma Detection: A Challenge at the 2017 International Symposium on Biomedical Imaging (ISBI), Hosted by the International Skin Imaging Collaboration (ISIC) Noel Codella D. Gutman M. E. Celebi Brian Helba Michael Marchetti ... Aadi Kalloo Konstantinos Liopyris N. Mishra Harald Kittler Allan Halpern 34 2,045 0 13 Oct 2017
Knowledge Transfer for Melanoma Screening with Deep Learning Afonso Menegola Michel Fornaciali Ramon Pires F. Bittencourt Sandra Avila Eduardo Valle MedIm 13 176 0 22 Mar 2017
Fully Convolutional Neural Networks to Detect Clinical Dermoscopic Features J. Kawahara Ghassan Hamarneh MedIm 8 59 0 14 Mar 2017
Data-Driven Color Augmentation Techniques for Deep Skin Image Analysis Adrian Galdran Aitor Alvarez-Gila Maria Inês Meyer C. L. Saratxaga Teresa Araújo Estíbaliz Garrote Guilherme Aresta P. Costa A. Mendonça A. Campilho 32 63 0 10 Mar 2017
Image Classification of Melanoma, Nevus and Seborrheic Keratosis by Deep Neural Network Ensemble Kazuhisa Matsunaga Akira Hamada A. Minagawa H. Koga 19 164 0 09 Mar 2017
A Novel Multi-task Deep Learning Model for Skin Lesion Segmentation and Classification Xulei Yang Zeng Zeng S. Yeo Colin Tan H. Tey Yi Su SSeg 34 99 0 03 Mar 2017
Skin Lesion Analysis Towards Melanoma Detection Using Deep Learning Network Yuexiang Li L. Shen MedIm 22 532 0 02 Mar 2017
Supervised Saliency Map Driven Segmentation of the Lesions in Dermoscopic Images Mostafa Jahanifar Neda Zamani Tajeddin B. Mohammadzadeh Asl A. Gooya MedIm 22 63 0 28 Feb 2017