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Dec, 2018
使用生成对抗网络进行半监督稀有疾病检测
Semi-supervised Rare Disease Detection Using Generative Adversarial Network
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Wenyuan Li, Yunlong Wang, Yong Cai, Corey Arnold, Emily Zhao...
TL;DR
本文提出了一种半监督学习框架，使用生成式对抗网络进行罕见疾病检测，利用大量未标记数据实现最佳精度和召回分数。
Abstract
rare diseases
affect a relatively small number of people, which limits investment in research for treatments and cures. Developing an efficient method for rare disease
detection
is a crucial first step towards su
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