FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3012420014> ?p ?o ?g. }

• W3012420014 endingPage "171" @default.
• W3012420014 startingPage "159" @default.
• W3012420014 abstract "Heart disease is a leading cause of death in the US. Recent advances in the Internet of Things (IoT) provide a great opportunity to realize smart and connected health systems through IoT monitoring and sensor-based data analytics of cardiac disorders. However, big data arising from the large-scale IoT system pose a significant challenge for efficient and effective sensory information processing and decision making. Very little has been done to glean pertinent information about the disease-altered cardiac activity in the context of large-scale IoT network. In this study, we propose a parallel computing framework for multi-level network modeling and monitoring of cardiac dynamics to realize the potential of IoT-enabled smart health management. Specifically, dissimilarities among cardiac signals are firstly characterized among heartbeats for an individual patient, as well as among representative heartbeats for different patients. Then, a stochastic learning approach is developed to optimize the embedding of cardiac signals into a beat-to-beat network model, as well as a patient-to-patient network model. Further, we develop a parallel computing algorithm to improve the computational efficiency. Finally, a statistical process monitoring scheme is designed to harness network features for real-time monitoring and anomaly detection of cardiac activities. Experimental results show the proposed methodology has strong potential to realize a smart and interconnected system for cardiac health management in the context of large-scale IoT network." @default.
• W3012420014 created "2020-03-23" @default.
• W3012420014 creator A5018305440 @default.
• W3012420014 creator A5061606990 @default.
• W3012420014 creator A5062699999 @default.
• W3012420014 creator A5063971214 @default.
• W3012420014 date "2020-04-06" @default.
• W3012420014 modified "2023-10-15" @default.
• W3012420014 title "Network modeling and Internet of things for smart and connected health systems—a case study for smart heart health monitoring and management" @default.
• W3012420014 cites W1613152563 @default.
• W3012420014 cites W1659082285 @default.
• W3012420014 cites W1943579973 @default.
• W3012420014 cites W1968531785 @default.
• W3012420014 cites W1981827879 @default.
• W3012420014 cites W2008074096 @default.
• W3012420014 cites W2014613182 @default.
• W3012420014 cites W2014705735 @default.
• W3012420014 cites W2025244431 @default.
• W3012420014 cites W2053515988 @default.
• W3012420014 cites W2055629468 @default.
• W3012420014 cites W2068201078 @default.
• W3012420014 cites W2072566913 @default.
• W3012420014 cites W2087376529 @default.
• W3012420014 cites W2089138141 @default.
• W3012420014 cites W2103132803 @default.
• W3012420014 cites W2105119992 @default.
• W3012420014 cites W2105811964 @default.
• W3012420014 cites W2118437602 @default.
• W3012420014 cites W2127369782 @default.
• W3012420014 cites W2154421193 @default.
• W3012420014 cites W2158261671 @default.
• W3012420014 cites W2165126443 @default.
• W3012420014 cites W2169507824 @default.
• W3012420014 cites W2172487091 @default.
• W3012420014 cites W2299926157 @default.
• W3012420014 cites W2393733645 @default.
• W3012420014 cites W2422473246 @default.
• W3012420014 cites W2524118723 @default.
• W3012420014 cites W2535775579 @default.
• W3012420014 cites W2547141643 @default.
• W3012420014 cites W2564170690 @default.
• W3012420014 cites W2587967768 @default.
• W3012420014 cites W2591620585 @default.
• W3012420014 cites W2612812511 @default.
• W3012420014 cites W2615578684 @default.
• W3012420014 cites W2757075448 @default.
• W3012420014 cites W2790650108 @default.
• W3012420014 cites W2790895699 @default.
• W3012420014 cites W2792125887 @default.
• W3012420014 cites W2883452239 @default.
• W3012420014 cites W2884129445 @default.
• W3012420014 cites W2885202939 @default.
• W3012420014 cites W2895442547 @default.
• W3012420014 cites W2909391844 @default.
• W3012420014 cites W2913705661 @default.
• W3012420014 cites W2914902556 @default.
• W3012420014 cites W2958632116 @default.
• W3012420014 doi "https://doi.org/10.1080/24725579.2020.1741738" @default.
• W3012420014 hasPublicationYear "2020" @default.
• W3012420014 type Work @default.
• W3012420014 sameAs 3012420014 @default.
• W3012420014 citedByCount "14" @default.
• W3012420014 countsByYear W30124200142020 @default.
• W3012420014 countsByYear W30124200142021 @default.
• W3012420014 countsByYear W30124200142022 @default.
• W3012420014 countsByYear W30124200142023 @default.
• W3012420014 crossrefType "journal-article" @default.
• W3012420014 hasAuthorship W3012420014A5018305440 @default.
• W3012420014 hasAuthorship W3012420014A5061606990 @default.
• W3012420014 hasAuthorship W3012420014A5062699999 @default.
• W3012420014 hasAuthorship W3012420014A5063971214 @default.
• W3012420014 hasConcept C121332964 @default.
• W3012420014 hasConcept C124101348 @default.
• W3012420014 hasConcept C151730666 @default.
• W3012420014 hasConcept C154945302 @default.
• W3012420014 hasConcept C24590314 @default.
• W3012420014 hasConcept C2522767166 @default.
• W3012420014 hasConcept C2778755073 @default.
• W3012420014 hasConcept C2779343474 @default.
• W3012420014 hasConcept C31258907 @default.
• W3012420014 hasConcept C38652104 @default.
• W3012420014 hasConcept C41008148 @default.
• W3012420014 hasConcept C62520636 @default.
• W3012420014 hasConcept C739882 @default.
• W3012420014 hasConcept C75684735 @default.
• W3012420014 hasConcept C79403827 @default.
• W3012420014 hasConcept C81860439 @default.
• W3012420014 hasConcept C86803240 @default.
• W3012420014 hasConceptScore W3012420014C121332964 @default.
• W3012420014 hasConceptScore W3012420014C124101348 @default.
• W3012420014 hasConceptScore W3012420014C151730666 @default.
• W3012420014 hasConceptScore W3012420014C154945302 @default.
• W3012420014 hasConceptScore W3012420014C24590314 @default.
• W3012420014 hasConceptScore W3012420014C2522767166 @default.
• W3012420014 hasConceptScore W3012420014C2778755073 @default.
• W3012420014 hasConceptScore W3012420014C2779343474 @default.
• W3012420014 hasConceptScore W3012420014C31258907 @default.
• W3012420014 hasConceptScore W3012420014C38652104 @default.

• next