Autors: Shopov, M. P., I. Kakanakova., Kakanakov, N. R., B. Mateev.
Title: An mHealth application for female fertility assistance
Keywords: Android, biphasic pattern, female fertility, LSTM applications, mHealth, TSDB, wearable sensors

Abstract: The paper presents an mHealth solution aimed at assisting the communication, medical procedures and decision making of patients and specialists in the field of fertility and female health as a general. The solution consists of server-side cloud-based services (fHealth services) and two client-side Android applications-for patients (fHealth Patient App) and for medical personnel (fHealth Doctor App). The server-side is implemented on several Virtual Machines with load balancer and includes two data storage components-NoSQL for internal application data (e.g. user profiles, messages, events, etc.) and time-series for sensor data and continuous measurements. A use-case for ovulation detection from collected body temperature measurements in the field of female fertility is proposed. The use-case discuss the use of data mining techniques for pattern extraction from data series with low accuracy measurements and data gaps.

References

    Issue

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    Вид: публикация в международен форум, публикация в реферирано издание, индексирана в Scopus