罕见神经退行性疾病分析的创新框架

Vitoantonio Bevilacqua, G. Grimaldi, D. Semeraro, Sergio Simeone, M. Delussi, M. Tommaso
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引用次数: 0

摘要

在本文中,我们介绍了一种新的无创,廉价和功能的工具,以支持医生和专家在访问患者谁受到神经退行性疾病,以及亨廷顿氏症的影响。提出的框架成功实现了国际情感图片系统(IAPS)测试的自动化,该测试包括两个阶段:第一个阶段允许显示存储在数据库中的图片子集,而第二个阶段注意到自我评估模型量表的评估;在治疗过程中,一个网络摄像头会捕捉病人的面部表情,提取每一帧的情绪特征。因此,这个框架将数据保存在SQLite数据库中。该框架提供了一种医学上有效的评估方法,通过比较面部表情分析仪和领导层自己在长时间观察中给出的结果来评估这些患者的情绪障碍。
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An innovative framework for rare neurodegenerative diseases analysis
In this paper we introduce a new non-invasive, inexpensive and functional tool in order to support physicians and specialists during visits of patients who are affected by neurodegenerative diseases, as well as Huntington's one. The proposed framework succeeds in automatizing International Affective Picture System (IAPS) test which consists of two phases: the first allows to show a sub set of pictures stored in a database, while the second takes note of Self Assessment Manikin scale evaluations; during the session, the patient's face is captured by a webcam for extracting emotional features for each frame. This framework, therefore, saves data in a SQLite Database. The proposed framework provides a medical efficient evaluation to evaluate the emotional impairment in these patients by comparing the results given by facial expressions analyzer and those given by the leading layer themselves in a long observation period.
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