Simultaneous Display of Front and Back Sides of Spherical SOM for Health Data Analysis
Simultaneous Display of Front and Back Sides of Spherical SOM for Health Data Analysis
复制标题
同时显示球形 SOM 的正面和背面，用于健康数据分析
DOI：
10.1007/978-3-030-19642-4_33
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发表时间：
2019
期刊：
影响因子：
--
通讯作者：
N. Kasezawa
中科院分区：
文献类型：
--
作者：
Gen Niina;H. Tokutaka;M. Ohkita;N. Kasezawa
我们建议同时显示球形SOM的正面和背面，这样即使团簇位置在球形SOM的相反侧面，也可以用相关系来表示。这项技术在医疗保健数据中得到了展示。此外，对医疗数据案例进行了分量图的数值转换(DIM(维度交互图)模式)，并将结果与图的正面和背面的结果进行比较。
We propose to simultaneously display the front and back sides of the spherical SOM so that cluster locations can be expressed in terms of phase relations even if they are on opposite sides of the spherical SOM. The technique is showcased on the medical health care-data. Furthermore, the component map was converted numerically (DIM (Dimensional Interaction Map) mode) for the medical data case and the result compared with that obtained with the front and back sides of the map.