The goal is to close the gap in existing data-mining algorithms by extending them with scenarios relevant for sleep disorders. A second task is to provide data analysis components beyond current state of the art systems. So, even the patient may receive feedback in real-time. One task is to provide mechanisms pre-processing the data stream before pushing it to the backbone servers. Besides the movement, these sensors will detect additional parameters as input to clinical long-term studies. In order to capture the data, mobile sensors connected 24 hours per day will be used. The objective of the project SmartSleep is to analyze a huge source of biometric data, to detect patterns and to derive relationships between a person’s behavior and sleep disorders. Telemedicine will support monitoring the treatment of sleep disorders over time. Modern developments like smart watches in mobile health care offer the possibility to capture behavior and sleep patterns during and over the day/night for a longer period and this will support a medical professional in their diagnosis. The majority of studies about sleep disorders are based on questionnaires capturing information about sleep, living habits, actigraphy, polysomnography or measurements taken in a laboratory. For example, sleep apnea, a sleep disorder provoking frequent interrupts on breathing, impacts 4% of the male and 2% of the female population. Sleep disorders are widely distributed and often they are accompanied with chronic health problems like diabetes, hypertension, cardiovascular and psychiatric diseases (like depression). ² The audio unit works with 3 AAA batteries, and the batteries are our gifts.SmartSleep - Data mining with multiple sensor data for detecting relationships between behavior and healthĬonstance, October 2014. ¹ Budizzz size 25 cm, suitable for children aged 0-3, has CE certificate. The plush bear is the doctor's recommended 25cm size for newborn babies.The plush teddy bear can be washed by hand or machine at 30 degrees after removing the sound device.Thus, you can prevent your baby's sleep pattern from being disturbed during travels and holidays as well. The hanger bracket allows you to take and use the product wherever you want.That's why antibacterial velboa fabric is used. The products used in its production have been carefully selected considering that the little ones try to figure out everything in the world by ltasting them.Thanks to the silicone teether, your baby can sleep peacefully even during teething periods.The teether of the Budizzz sleep aid is made of silicone, considering the health of babies.When the sound mode is on, the device remembers and reuses the last sound selected by the parent.The volume function of the white noise device helps you adjust different sound levels according to your needs.Budizzz smart sleep aid's sound device does not exceed 50 decibels, recommended by doctors for baby health, and are not likely to harm your baby like the white noise sounds you use via electronic devices or the internet.
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