EMBalance数据库建模及临床应用

Amal Anwer, Marios Prasinos, D. Bamiou, Nora Macdonald, M. Pavlou, T. Exarchos, G. Spanoudakis, L. Luxon
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引用次数: 1

摘要

头晕是良性和危及生命的疾病的常见症状,具有微妙的特征。这对治疗头晕和眩晕患者并在初级保健中对其进行管理的医生提出了临床挑战。EMBalance计划的目标是提供一个决策支持系统,以协助全科医生诊断和管理前庭疾病。在这项工作中,我们回顾了与临床数据集成的建模技术,以产生基于数据挖掘技术的DSS中包含的多尺度,患者特定的平衡模型。为了理解这一点,我们概述了项目的技术和临床方面。我们进一步讨论了我们打算如何在多中心、双盲、平行组随机对照试验中测试该产品,以及我们期望DSS在临床和技术上产生的影响。
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EMBalance data repository modeling and clinical application
Dizziness is a common symptom for both benign and life-threatening disorders with subtle distinguishing features. This poses a clinical challenge for physicians dealing with patients suffering from dizziness and vertigo and managing them within primary care. The objective of the EMBalance project is to present a decision support system to assist general practitioners in the diagnosis and management of vestibular disorders. In this work we review the modeling techniques integrated with clinical data to produce a multi-scale, patient-specific balance model that is incorporated in the DSS based on data mining techniques. To understand this we have outlined both technical and clinical aspects to the project. Further we discuss how we intend to test this product in a multicentred, double blind, parallel group randomized controlled trial and the impact we expect the DSS to have both clinically and technologically.
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