Computer-aided Diagnosis of Four Common Cutaneous Diseases Using Deep Learning Algorithm

被引：0

作者：

Zhang, Xinyuan ^{[1
]}

Wang, Shiqi ^{[2
,3
]}

Liu, Jie ^{[2
,3
]}

Tao, Cui ^{[1
]}

机构：

[1] Univ Texas Hlth Sci Ctr Houston, Houston, TX 77030 USA

[2] Chinese Acad Med Sci, Peking Union Med Coll Hosp, Dept Dermatol, Beijing, Peoples R China

[3] Peking Union Med Coll, Beijing, Peoples R China

来源：

2017 IEEE INTERNATIONAL CONFERENCE ON BIOINFORMATICS AND BIOMEDICINE (BIBM) | 2017年

基金：

美国国家卫生研究院;

关键词：

deep learning; image classification; dermatology; MELANOMA;

D O I：

暂无

中图分类号：

TP39 [计算机的应用];

学科分类号：

081203 ; 0835 ;

摘要：

With the emergence of deep-learning algorithms, the accuracy of computer-aided supporting systems advanced., However, their adoption in the field of medicine has been limited, partially due to the challenges of generating reliable and timely results. In this research, we focused on classifying four common cutaneous diseases based on dermoscopic images using deep learning algorithms.

引用

页码：1304 / 1306

页数：3

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