FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4377079863> ?p ?o ?g. }

• W4377079863 endingPage "18053" @default.
• W4377079863 startingPage "18042" @default.
• W4377079863 abstract "Heart disease has now become a very common and impactful disease, which can actually be easily avoided if treatment is intervened at an early stage. Thus, daily monitoring of heart health has become increasingly important. Existing mobile heart monitoring systems are mainly based on seismocardiography (SCG) or photoplethysmography (PPG). However, these methods suffer from inconvenience and additional equipment requirements, preventing people from monitoring their hearts in any place at any time. Inspired by our observation of the correlation between pupil size and heart rate varaiability (HRV), we consider using the pupillary response when a user unlocks his/her phone using facial recognition to infer the user’s HRV during this time, thus enabling heart monitoring. To this end, we propose a computer vision-based mobile HRV monitoring framework-PupilHeart, designed with a mobile terminal and a server side. On the mobile terminal, PupilHeart collects pupil size change information from users when unlocking their phones through the front-facing camera. Then, the raw pupil size data is pre-processed on the server side. Specifically, PupilHeart uses a one-dimensional convolutional neural network (1D-CNN) to identify time series features associated with HRV. In addition, PupilHeart trains a recurrent neural network (RNN) with three hidden layers to model pupil and HRV. Employing this model, PupilHeart infers users’ HRV to obtain their heart condition each time they unlock their phones. We prototype PupilHeart and conduct both experiments and field studies to fully evaluate effectiveness of PupilHeart by recruiting 60 volunteers. The overall results show that PupilHeart can accurately predict the user’s HRV." @default.
• W4377079863 created "2023-05-20" @default.
• W4377079863 creator A5004847496 @default.
• W4377079863 creator A5005740464 @default.
• W4377079863 creator A5020902076 @default.
• W4377079863 creator A5024354668 @default.
• W4377079863 creator A5037449474 @default.
• W4377079863 creator A5039088309 @default.
• W4377079863 creator A5039311485 @default.
• W4377079863 creator A5055422105 @default.
• W4377079863 creator A5061448582 @default.
• W4377079863 creator A5068489266 @default.
• W4377079863 creator A5081222445 @default.
• W4377079863 date "2023-10-15" @default.
• W4377079863 modified "2023-10-16" @default.
• W4377079863 title "PupilHeart: Heart Rate Variability Monitoring via Pupillary Fluctuations on Mobile Devices" @default.
• W4377079863 cites W1480072903 @default.
• W4377079863 cites W1571074146 @default.
• W4377079863 cites W1971698077 @default.
• W4377079863 cites W1972304037 @default.
• W4377079863 cites W1989757670 @default.
• W4377079863 cites W1994303078 @default.
• W4377079863 cites W2012517517 @default.
• W4377079863 cites W2026990147 @default.
• W4377079863 cites W2051219492 @default.
• W4377079863 cites W2083505180 @default.
• W4377079863 cites W2095520045 @default.
• W4377079863 cites W2109453625 @default.
• W4377079863 cites W2115356273 @default.
• W4377079863 cites W2293491888 @default.
• W4377079863 cites W2315247372 @default.
• W4377079863 cites W2535513646 @default.
• W4377079863 cites W2565439819 @default.
• W4377079863 cites W2577578218 @default.
• W4377079863 cites W2587649185 @default.
• W4377079863 cites W2606585248 @default.
• W4377079863 cites W2732260623 @default.
• W4377079863 cites W2826715318 @default.
• W4377079863 cites W2888584074 @default.
• W4377079863 cites W2890276013 @default.
• W4377079863 cites W2898050070 @default.
• W4377079863 cites W2902929476 @default.
• W4377079863 cites W2981861821 @default.
• W4377079863 cites W2982002184 @default.
• W4377079863 cites W3004178587 @default.
• W4377079863 cites W3004207920 @default.
• W4377079863 cites W3011072407 @default.
• W4377079863 cites W3085682112 @default.
• W4377079863 cites W3115370360 @default.
• W4377079863 cites W3134230466 @default.
• W4377079863 cites W3158844943 @default.
• W4377079863 cites W3197954210 @default.
• W4377079863 cites W4200416320 @default.
• W4377079863 cites W4210374281 @default.
• W4377079863 cites W4283209042 @default.
• W4377079863 cites W4285027951 @default.
• W4377079863 cites W4285151739 @default.
• W4377079863 cites W4289938749 @default.
• W4377079863 cites W4293428359 @default.
• W4377079863 cites W4296473473 @default.
• W4377079863 doi "https://doi.org/10.1109/jiot.2023.3277555" @default.
• W4377079863 hasPublicationYear "2023" @default.
• W4377079863 type Work @default.
• W4377079863 citedByCount "0" @default.
• W4377079863 crossrefType "journal-article" @default.
• W4377079863 hasAuthorship W4377079863A5004847496 @default.
• W4377079863 hasAuthorship W4377079863A5005740464 @default.
• W4377079863 hasAuthorship W4377079863A5020902076 @default.
• W4377079863 hasAuthorship W4377079863A5024354668 @default.
• W4377079863 hasAuthorship W4377079863A5037449474 @default.
• W4377079863 hasAuthorship W4377079863A5039088309 @default.
• W4377079863 hasAuthorship W4377079863A5039311485 @default.
• W4377079863 hasAuthorship W4377079863A5055422105 @default.
• W4377079863 hasAuthorship W4377079863A5061448582 @default.
• W4377079863 hasAuthorship W4377079863A5068489266 @default.
• W4377079863 hasAuthorship W4377079863A5081222445 @default.
• W4377079863 hasConcept C111919701 @default.
• W4377079863 hasConcept C116390426 @default.
• W4377079863 hasConcept C126838900 @default.
• W4377079863 hasConcept C147168706 @default.
• W4377079863 hasConcept C154945302 @default.
• W4377079863 hasConcept C169760540 @default.
• W4377079863 hasConcept C186967261 @default.
• W4377079863 hasConcept C2777394604 @default.
• W4377079863 hasConcept C2777421447 @default.
• W4377079863 hasConcept C2777953023 @default.
• W4377079863 hasConcept C31972630 @default.
• W4377079863 hasConcept C41008148 @default.
• W4377079863 hasConcept C50644808 @default.
• W4377079863 hasConcept C555944384 @default.
• W4377079863 hasConcept C71635504 @default.
• W4377079863 hasConcept C71924100 @default.
• W4377079863 hasConcept C76155785 @default.
• W4377079863 hasConcept C79403827 @default.
• W4377079863 hasConcept C81363708 @default.
• W4377079863 hasConcept C84393581 @default.
• W4377079863 hasConcept C86803240 @default.
• W4377079863 hasConceptScore W4377079863C111919701 @default.

• next