Matches in SemOpenAlex for { <https://semopenalex.org/work/W3197169311> ?p ?o ?g. }
Showing items 1 to 95 of
95
with 100 items per page.
- W3197169311 endingPage "115749" @default.
- W3197169311 startingPage "115749" @default.
- W3197169311 abstract "The massive growth of the population with chronic diseases calls for a telecare system to enhance their quality of life and reduce their treatment costs. Most of the current solutions depend on reliable data, deterministic rules, or the similarity of patients, while studies have shown otherwise. To this end, in this paper, we have extended our previous work on the Hapicare framework to integrate probabilistic diagnosis and self-adaptive treatment. Our new framework enables sensors’ datastream analysis and online decision-making. Its ontology-based reasoning uses Systematized Nomenclature of Medicine - Clinical Terms (SNOMED-CT) ontology to add contextual information to the collected data. Moreover, probabilistic reasoning is applied for diagnosis and screening to manage the uncertainty and unreliability of data as well as the indeterministic medical rules. The treatment system is designed to be modifiable by the experts and automatically adaptable to patients’ needs. The probabilistic diagnosis performance has been evaluated based on two public datasets regarding symptoms and risk factors of two chronic diseases: chronic kidney disease and dermatologic disease. The results show that our solution outperforms a classical classifier specifically when more than 40% of the data are missing. The proposed framework is also validated using four scenarios. The evaluation results demonstrate the ability of the proposed framework to help patients and doctors diagnose and treat medical conditions and episodes. • Treatment of chronic diseases is vital because of their prevalence and mortality. • In this paper, we have proposed a telecare system called Extended Hapicare. • We have used Ontology-based and Bayesian reasoning to diagnose the medical conditions. • We have used Answer Set Programming to select most suitable treatment for the patient. • The treatments are modifiable and are automatically adapted to the patient’s needs." @default.
- W3197169311 created "2021-09-13" @default.
- W3197169311 creator A5004774108 @default.
- W3197169311 creator A5011863091 @default.
- W3197169311 creator A5042535535 @default.
- W3197169311 creator A5048121037 @default.
- W3197169311 creator A5084879016 @default.
- W3197169311 creator A5088884307 @default.
- W3197169311 date "2021-12-01" @default.
- W3197169311 modified "2023-09-24" @default.
- W3197169311 title "Extended Hapicare: A telecare system with probabilistic diagnosis and self-adaptive treatment" @default.
- W3197169311 cites W1668840622 @default.
- W3197169311 cites W1945663282 @default.
- W3197169311 cites W1989637899 @default.
- W3197169311 cites W2000684638 @default.
- W3197169311 cites W2065852646 @default.
- W3197169311 cites W2066972269 @default.
- W3197169311 cites W2111959010 @default.
- W3197169311 cites W2123152121 @default.
- W3197169311 cites W2124045889 @default.
- W3197169311 cites W2160944125 @default.
- W3197169311 cites W2196089705 @default.
- W3197169311 cites W2205445074 @default.
- W3197169311 cites W2284443986 @default.
- W3197169311 cites W2542981480 @default.
- W3197169311 cites W2588651934 @default.
- W3197169311 cites W2711661370 @default.
- W3197169311 cites W2767250866 @default.
- W3197169311 cites W2789882727 @default.
- W3197169311 cites W2792007964 @default.
- W3197169311 cites W2883190752 @default.
- W3197169311 cites W2888828233 @default.
- W3197169311 cites W2898437830 @default.
- W3197169311 cites W2900475760 @default.
- W3197169311 cites W2915867970 @default.
- W3197169311 cites W2921247158 @default.
- W3197169311 cites W2945811994 @default.
- W3197169311 cites W2959687571 @default.
- W3197169311 cites W2981907242 @default.
- W3197169311 cites W4211007335 @default.
- W3197169311 cites W4236354166 @default.
- W3197169311 doi "https://doi.org/10.1016/j.eswa.2021.115749" @default.
- W3197169311 hasPublicationYear "2021" @default.
- W3197169311 type Work @default.
- W3197169311 sameAs 3197169311 @default.
- W3197169311 citedByCount "2" @default.
- W3197169311 countsByYear W31971693112022 @default.
- W3197169311 countsByYear W31971693112023 @default.
- W3197169311 crossrefType "journal-article" @default.
- W3197169311 hasAuthorship W3197169311A5004774108 @default.
- W3197169311 hasAuthorship W3197169311A5011863091 @default.
- W3197169311 hasAuthorship W3197169311A5042535535 @default.
- W3197169311 hasAuthorship W3197169311A5048121037 @default.
- W3197169311 hasAuthorship W3197169311A5084879016 @default.
- W3197169311 hasAuthorship W3197169311A5088884307 @default.
- W3197169311 hasConcept C154945302 @default.
- W3197169311 hasConcept C160735492 @default.
- W3197169311 hasConcept C162324750 @default.
- W3197169311 hasConcept C2779891985 @default.
- W3197169311 hasConcept C2780519836 @default.
- W3197169311 hasConcept C41008148 @default.
- W3197169311 hasConcept C49937458 @default.
- W3197169311 hasConcept C50522688 @default.
- W3197169311 hasConceptScore W3197169311C154945302 @default.
- W3197169311 hasConceptScore W3197169311C160735492 @default.
- W3197169311 hasConceptScore W3197169311C162324750 @default.
- W3197169311 hasConceptScore W3197169311C2779891985 @default.
- W3197169311 hasConceptScore W3197169311C2780519836 @default.
- W3197169311 hasConceptScore W3197169311C41008148 @default.
- W3197169311 hasConceptScore W3197169311C49937458 @default.
- W3197169311 hasConceptScore W3197169311C50522688 @default.
- W3197169311 hasFunder F4320321663 @default.
- W3197169311 hasLocation W31971693111 @default.
- W3197169311 hasLocation W31971693112 @default.
- W3197169311 hasLocation W31971693113 @default.
- W3197169311 hasLocation W31971693114 @default.
- W3197169311 hasOpenAccess W3197169311 @default.
- W3197169311 hasPrimaryLocation W31971693111 @default.
- W3197169311 hasRelatedWork W1568062482 @default.
- W3197169311 hasRelatedWork W2002000577 @default.
- W3197169311 hasRelatedWork W2027426792 @default.
- W3197169311 hasRelatedWork W2047744908 @default.
- W3197169311 hasRelatedWork W2060030309 @default.
- W3197169311 hasRelatedWork W2564551350 @default.
- W3197169311 hasRelatedWork W2612172664 @default.
- W3197169311 hasRelatedWork W2748952813 @default.
- W3197169311 hasRelatedWork W2899084033 @default.
- W3197169311 hasRelatedWork W4290792893 @default.
- W3197169311 hasVolume "186" @default.
- W3197169311 isParatext "false" @default.
- W3197169311 isRetracted "false" @default.
- W3197169311 magId "3197169311" @default.
- W3197169311 workType "article" @default.