Knowledge Transfer for Melanoma Screening with Deep Learning

Knowledge Transfer for Melanoma Screening with Deep Learning

22 March 2017

Afonso Menegola

Michel Fornaciali

Papers citing "Knowledge Transfer for Melanoma Screening with Deep Learning"

11 / 11 papers shown

Title
Context-Aware Self-Supervised Learning of Whole Slide Images Milan Aryal Nasim Yahya Soltani 24 5 0 07 Jun 2023
An Evaluation of Self-Supervised Pre-Training for Skin-Lesion Analysis Levy G. Chaves Alceu Bissoto Eduardo Valle Sandra Avila 27 15 0 17 Jun 2021
Big Self-Supervised Models Advance Medical Image Classification Shekoofeh Azizi Basil Mustafa Fiona Ryan Zach Beaver Jan Freyberg ... Alan Karthikesalingam Simon Kornblith Ting-Li Chen Vivek Natarajan Mohammad Norouzi SSL 48 506 0 13 Jan 2021
Lesion Net -- Skin Lesion Segmentation Using Coordinate Convolution and Deep Residual Units S. Nathan Priya Kansal SSeg MedIm 25 7 0 28 Dec 2020
Breast Cancer Diagnosis with Transfer Learning and Global Pooling Sara Hosseinzadeh Kassani P. H. Kassani M. Wesolowski Kevin A. Schneider Ralph Deters 29 77 0 26 Sep 2019
The impact of patient clinical information on automated skin cancer detection André G. C. Pacheco R. Krohling 16 154 0 16 Sep 2019
Skin Lesions Classification Using Convolutional Neural Networks in Clinical Images Danilo Barros Mendes Nilton Correia da Silva MedIm 22 46 0 06 Dec 2018
Cats or CAT scans: transfer learning from natural or medical image source datasets? V. Cheplygina OOD MedIm 30 58 0 12 Oct 2018
Not-so-supervised: a survey of semi-supervised, multi-instance, and transfer learning in medical image analysis V. Cheplygina Marleen de Bruijne J. Pluim 16 745 0 17 Apr 2018
RECOD Titans at ISIC Challenge 2017 Afonso Menegola Julia Tavares Michel Fornaciali Lin Tzy Li Sandra Avila Eduardo Valle 22 116 0 14 Mar 2017
Deep Learning Ensembles for Melanoma Recognition in Dermoscopy Images Noel Codella Q. Nguyen Sharath Pankanti David Gutman Brian Helba Allan Halpern John R. Smith 45 527 0 14 Oct 2016