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A Patient-Centric Healthcare Model Based on Health Recommender Systems

机译:基于健康推荐系统的患者为中心的医疗保健模型

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Health recommender system (HRS) has been quite useful in providing effective recommendations not only to the patients but also to the physicians. However, this paper focusses on the patient-centric model and our major concern will be towards the recommendations that will serve as a boon to the patients by recommending suitable treatments to them based on analysis of other patient's profile with similar attributes. Patients have to provide their contextual information such as diagnosis and symptoms which will be maintained in the form of personal health records (PHR). HRS using patient-centric healthcare model as proposed in this paper will not only help the patients in the early prediction and treatment of disease, but also help in reducing the costs of treatments. Model will also be leveraged by patients in selection of healthcare provider based on successful treatment delivered by them to patients with similar profiles and symptoms.
机译:健康推荐系统(HRS)对于不仅为患者提供有效的建议,而且对医生提供了非常有用的建议。 然而,本文侧重于患者为中心的模型,我们的主要关注点将朝着基于与类似属性的其他患者的个人资料的分析为他们推荐适当的治疗来作为患者作为患者的建议。 患者必须提供其上下文信息,例如将以个人健康记录(PHR)的形式保持的诊断和症状。 HRS使用以患者为中心的医疗保健模式,如本文所提出的,不仅可以帮助患者在早期预测和治疗疾病中,还有助于降低治疗的成本。 患者还将根据医疗保健提供者选择的患者利用,基于它们对具有相似谱和症状的患者的成功治疗。

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