主观健康状况对面部皮肤温度分布的影响:对四名参与者进行的为期一年的统计分析

IF 0.8 Q4 ROBOTICS
Masahito Takano, Kosuke Oiwa, Akio Nozawa
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引用次数: 0

摘要

皮肤热图像可用于评估患者的生理和心理状态。为了实现远程日常健康监测,我们尝试利用面部热图像来评估主观健康状况。在之前的研究中,我们构建了一个异常检测模型来检测不良健康状况;异常检测模型的接收者工作特征曲线下面积为 0.70。然而,面部皮肤温度的空间分布如何随主观健康状况而变化仍不清楚。在本研究中,我们对获取的面部热图像进行了统计分析,以研究主观健康状况对面部皮肤温度分布的影响。通过对不同健康状况的比较,我们证实健康状况差的人面部某些区域的平均温度和左右不对称程度明显高于健康状况好的人。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Effect of subjective health conditions on facial skin temperature distribution: a 1-year statistical analysis among four participants

Thermal skin images are used to evaluate the physiological and psychological states of patients. To implement remote daily health monitoring, we attempted to assess subjective health conditions using thermal face images. In our previous study, we constructed an anomaly detection model to detect poor health conditions; the area under the receiver operating characteristic curve of the anomaly-detection model was 0.70. However, how the spatial distribution of facial skin temperature changes in response to subjective health conditions remains unclear. In this study, we statistically analyzed the acquired thermal face images to investigate the effect of subjective health conditions on facial skin temperature distribution. As a result of the comparison between health conditions, we confirmed that typically the average temperatures and left-right asymmetry in some regions of the face were significantly higher in poor health conditions than in good health conditions.

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来源期刊
CiteScore
2.00
自引率
22.20%
发文量
101
期刊介绍: Artificial Life and Robotics is an international journal publishing original technical papers and authoritative state-of-the-art reviews on the development of new technologies concerning artificial life and robotics, especially computer-based simulation and hardware for the twenty-first century. This journal covers a broad multidisciplinary field, including areas such as artificial brain research, artificial intelligence, artificial life, artificial living, artificial mind research, brain science, chaos, cognitive science, complexity, computer graphics, evolutionary computations, fuzzy control, genetic algorithms, innovative computations, intelligent control and modelling, micromachines, micro-robot world cup soccer tournament, mobile vehicles, neural networks, neurocomputers, neurocomputing technologies and applications, robotics, robus virtual engineering, and virtual reality. Hardware-oriented submissions are particularly welcome. Publishing body: International Symposium on Artificial Life and RoboticsEditor-in-Chiei: Hiroshi Tanaka Hatanaka R Apartment 101, Hatanaka 8-7A, Ooaza-Hatanaka, Oita city, Oita, Japan 870-0856 ©International Symposium on Artificial Life and Robotics
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