Self-Organizing Maps
Classification using topologically preserving spherical self-organizing maps
WSOM'11 Proceedings of the 8th international conference on Advances in self-organizing maps
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Among the popular lifestyle-related diseases are smoking, overweight and stress. A daily health check is important because there is no clear objective symptom for these diseases. We developed diagnotic software which shows the state of the blood vessels using a Basic SOM model, and performs synthetic plethysmogram analysis of 4 components using the map location (the state of the blood vessel, vascularity), looseness, pulse/minute, and pulse stability.