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Feb, 2019
基于深度学习的自动黑素瘤检测：数据净化和增强
Skin Lesion Segmentation and Classification with Deep Learning System
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Devansh Bisla, Anna Choromanska, Jennifer A. Stein, David Polsky, Russell Berman
TL;DR
本研究介绍了基于深度学习的黑色素瘤检测系统，包括数据净化和增强工具，通过去除图像的遮挡和用生成对抗网络合成图像来增加数据的多样性。实验证明，该系统相比其他方法表现更为优异。
Abstract
melanoma
is one of the ten most common cancers in the US. Early detection is crucial for survival, but often the cancer is diagnosed in the fatal stage.
deep learning
has the potential to improve
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