Doplor Sleep Sleep Monitoring Mobile Application ni Yiling Liu

Ang disenyo na Doplor Sleep Sleep Monitoring Mobile Application ni Yiling Liu ay isang lubhang iginagalang na nagwagi ng napaka-prestihiyosong 2021 A' Design Award na Bakal sa Kategoryang Paligsahan na Disenyo ng Teknolohiyang Mobile, Aplikasyon at Software.

BakalMobile· 2021

Doplor Sleep Sleep Monitoring Mobile Application

ni Yiling Liu

Kliyente: Reinier de Graaf Gasthuis

Nagwagi ng A' Design Award na Bakal sa Kategoryang Mobile

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Mga Kulay

Ang Disenyo

Tungkol sa Doplor Sleep Sleep Monitoring Mobile Application

Ang Doplor Sleep ay isang aplikasyon para sa pagmomonitor ng tulog na gagamitin sa mga ospital. Itinatala ng aplikasyon ang mga tunog sa kapaligiran gamit ang mikropono ng isang smartphone. Pagkatapos, inuuri ng mga algorithm ang bawat tunog sa iba't ibang kategorya tulad ng mga medikal na alarma, pananalita, di-sinasadyang mga tunog, at hilik. Kinokolekta ang datos ng tulog mula sa isang konektadong sleep tracker at pinagsasama ito sa datos ng tunog upang makabuo ng isang pang-araw-araw na ulat. Ipinapakita ng simpleng mga ilustrasyon ang antas ng tunog at mga yugto ng tulog sa iisang timeline. Ang layunin nito ay gawing mulat ang mga pasyente at kawaning medikal sa ingay bilang isang sanhi ng mahinang kalidad ng tulog sa mga ospital.

Ang Pagkilala

Tungkol sa A' Design Award na Bakal

Ang Doplor Sleep Sleep Monitoring Mobile Application ay nagwagi ng A' Design Award na Bakal, isang prestihiyosong pagkilalang iginagawad sa mga mahuhusay na disenyong tumutugon sa mga propesyonal at pang-industriyang kinakailangang inaasahan sa mga mahusay na pagkakadisenyong likha. Ang mga nagwagi ng Bakal ay nagpapakita ng dakilang husay, mataas na espesyalisasyon, dalubhasang pag-unawa at kakayahang malikhain ng kanilang mga lumikha. Inaasahang ang Doplor Sleep Sleep Monitoring Mobile Application ay isang lubos na pinahahalagahan, hinahangaan at minamahal na likhang praktikal at makabago. Ang disenyong ito na nagwagi ng A' Design Award na Bakal ay nagsasama ng pinakamahuhusay na kasanayan ng industriya at may mahuhusay na katangiang teknikal na may kasamang kaalaman at talento. Ang Doplor Sleep Sleep Monitoring Mobile Application ay iginagalang dahil sa kaingatan nito at idinisenyo upang maghatid ng mga pagpapabuti sa kalidad ng buhay na tumutulong gawing mas mabuting lugar ang mundo.

Sa Likod ng Disenyo

Press Kit

Mga kredito, miyembro ng koponan at teknikal na detalye na ibinigay ng taga-disenyo.

Mga Natatanging Katangian: Doplor Sleep is a bedtime monitoring application that provides insights into sound disturbances in the hospital. It captures the environmental sounds using the microphone of the smartphone, and the implemented algorithms directed classify the data recorded into different sound source categories, such as medical alarms, speech, incidental sounds, and snoring sounds. Doplor sleep is connected with the Fitbit sleep tracker and retrieves data from Fitbit API to form daily sleep-sound quality reports. As for the UI, we used friendly-looking illustrations to present the data and information, and a creative way of interaction to let users view the dynamic of their sleep status and the acoustical environment throughout the night.
Mga Sukat at Packaging: The mobile application currently operates on Android devices, such as Android phones and devices.
Mga Tag: Soundscape, Sleep, Sleep hygiene, Sleep quality, Hospital, sleep deprivation.
Teknolohiya sa Produksyon: The whole system is built with the Android Studio IDE and used the Fitbit API for retrieving sleep data.
Hamon sa Disenyo: The first challenge is how to design a sound classification algorithm that could accurately classify the sounds of the hospital. The second one is to investigate how can we present the sound data and sleep data on the same timeline in a user-friendly way.
Pananaliksik: Recently in the Netherlands, researchers have found
that sleep duration and quality were suboptimal in the
hospital. Evidence proved that many modifiable hospital-related
factors negatively associated with patients' sleep
(JAMA Internal Medicine, 2018). The sound factor is
the most significant sleep disturbance in the hospital.
In this graduation project, collaborating with Reiner de Graaf
hospital and Critical Alarms lab, an information exchange
the system was proposed to raise awareness of sound as sleep
disturbance. The system captures the sound-producing
events and visualizes them with visually attractive graphics.
In this system, we use the smartphone as the sound captor.
The recorded sounds are processed locally on the phone
and converted into information such as sound level and the
category it belongs to (alarm, speech, incidental sounds, or
snore). Fitbit is implemented in the system to collect sleep
information. To both patients and medical staff, The Doplor
sleep system presents the influence of sound on sleep in
a friendly and comprehensive way. During this project, a
functioning prototype was developed. We have tested its
functionality and user experience with the potential users.
Inspirasyon: Sleep deprivation caused by environmental factors can be fatal to critically ill patients. For example, various noises caused by false medical alarms, activities of hospital staff, conversations, etc. can cause delirium in patients with brain diseases. When it happens, patients are in a state of mental confusion and emotional disruption, which prolongs their hospital stay and, like a vicious circle, disturbs the rest of the other patients. A first-step solution can be creating awareness.
Tagal ng Proyekto: The project started in March 2020 and ends in October 2020 in Delft, the Netherlands.
Daloy ng Operasyon: Before going to bed, the user presses the ship-icon button to start recording the environmental sounds. The next morning, the user presses the ship-icon again to stop recording. Then a sleep summary page occurs with information displayed such as sleep quality and sound quality. By Swiping to the left, the next screen occurs and the user sees more details about sees the presence of sounds (loudness levels and classifications) and sleep stages (wake, Light sleep, REM, and Deep sleep) during the whole by moving the boat forward along the river. Here we used boats as a time indicator and a representation of the sleeper, and the river indicating the timeline. The color blocks on the river represent the sleep stages. The icons of picnic, flashlight, rocks, and nose bubble indicate different sound classifications (speech, medical alarms, incidental sounds, and snores). Finally, by swiping to the left again, the user could fill in a short survey on their subjective feelings about sleep quality. The data will then be sent to the medical staff.
Mga Miyembro ng Koponan: Yiling Liu
Elif Özcan
‪Jered Vroon
Daan Kamphuis
Mga Credit ng Larawan: Image #1: Illustrator Yiling Liu, Doplor Sleep Mockup, 2020.
Image #2: Illustrator Yiling Liu, Doplor Sleep Phone Mockup, 2020.
Image # 3: Illustrator Yiling Liu, Doplor Sleep Tablet Mockup, 2020.
Image #4: Creator Yiling Liu, Doplor Sleep Phone Mockup, 2020.
Image #5: Creator Yiling Liu, Doplor Sleep Phone Mockup, 2020.
Video Credits: Creator Yiling Liu, Doplor Sleep Showcase, 2020