Improved Skin Disease Classification with Mask R-CNN and Augmented Dataset

IF 1.1 4区计算机科学 Q3 COMPUTER SCIENCE, CYBERNETICS

Cybernetics and Systems Pub Date : 2023-12-23 DOI:10.1080/01969722.2023.2296254

Kushal Pokhrel, Cesar Sanin, Md. Kowsar Hossain Sakib, Md Rafiqul Islam, Edward Szczerbicki

引用次数: 0

Abstract

Skin diseases are a significant global health concern, impacting millions worldwide. Severe diseases like psoriasis and dermatitis can coexist with more benign skin issues like acne and eczema. Pri...

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利用掩码 R-CNN 和增强数据集改进皮肤病分类

皮肤病是一个重大的全球健康问题，影响着全球数百万人。牛皮癣和皮炎等严重疾病可能与痤疮和湿疹等良性皮肤问题并存。Pri...

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来源期刊

Cybernetics and Systems 工程技术-计算机：控制论

CiteScore

4.30

自引率

5.90%

发文量

审稿时长

>12 weeks

期刊介绍： Cybernetics and Systems aims to share the latest developments in cybernetics and systems to a global audience of academics working or interested in these areas. We bring together scientists from diverse disciplines and update them in important cybernetic and systems methods, while drawing attention to novel useful applications of these methods to problems from all areas of research, in the humanities, in the sciences and the technical disciplines. Showing a direct or likely benefit of the result(s) of the paper to humankind is welcome but not a prerequisite. We welcome original research that: -Improves methods of cybernetics, systems theory and systems research- Improves methods in complexity research- Shows novel useful applications of cybernetics and/or systems methods to problems in one or more areas in the humanities- Shows novel useful applications of cybernetics and/or systems methods to problems in one or more scientific disciplines- Shows novel useful applications of cybernetics and/or systems methods to technical problems- Shows novel applications in the arts