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Dec, 2018
一种基于深度多任务学习的皮肤病变分类方法
A Deep Multi-task Learning Approach to Skin Lesion Classification
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Haofu Liao, Jiebo Luo
TL;DR
使用深度多任务学习（MTL）框架，结合图片的身体部位信息和 ImageNet 预训练模型，实现皮肤病变分类和身体部位分类的联合优化，结果表明该方法比独立单任务表现更为鲁棒。
Abstract
skin lesion identification
is a key step toward
dermatological diagnosis
. When describing a skin lesion, it is very important to note its body site distribution as many skin diseases commonly affect particular pa
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