کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
425316 685719 2011 9 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Web based prediction for diabetes treatment
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر نظریه محاسباتی و ریاضیات
پیش نمایش صفحه اول مقاله
Web based prediction for diabetes treatment
چکیده انگلیسی

Diabetics need continuous support during their therapy because the clinical treatment could be improved in the medical cures;the doctors need to share the new information and to support their patients in an interactive way. In this paper, we describe a web based software tool able to perform predictions on the future glycaemia level of the patients for a specific time horizon; to perform what-if analysis, showing how the glycaemia level could vary if some parameters are changed (either in the diet of the patient or in the clinical treatment); to share information and suggestions, creating a virtual community between specialists and patients; to inform users about their health condition, by a classification algorithm and to allow the patient to maintain a daily diary and to know about the evolution of the health condition. The system merges software engineering and Operation Research methods and could become a valid interactive support for patients and specialists.

Research highlights
► Diabetics patients need continuous support because their treatments could be improved.
► Doctors need to share the new information and to support their patients.
► A web based tool for predictions on glycaemia level and what-if analysis is defined.
► The system creates a virtual community between specialists and patients.
► The system could become an effective support for patients and specialists.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Future Generation Computer Systems - Volume 27, Issue 2, February 2011, Pages 139–147
نویسندگان
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