FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2999204501> ?p ?o ?g. }

• W2999204501 endingPage "2141" @default.
• W2999204501 startingPage "2131" @default.
• W2999204501 abstract "In low and middle income countries, infectious diseases continue to have a significant impact, particularly amongst the poorest in society. Tetanus and hand foot and mouth disease (HFMD) are two such diseases and, in both, death is associated with autonomic nervous system dysfunction (ANSD). Currently, photoplethysmogram or electrocardiogram monitoring is used to detect deterioration in these patients, however expensive clinical monitors are often required. In this study, we employ low-cost and mobile wearable devices to collect patient vital signs unobtrusively; and we develop machine learning algorithms for automatic and rapid triage of patients that provide efficient use of clinical resources. Existing methods are mainly dependent on the prior detection of clinical features with limited exploitation of multi-modal physiological data. Moreover, the latest developments in deep learning (e.g. cross-domain transfer learning) have not been sufficiently applied for infectious disease diagnosis. In this paper, we present a fusion of multi-modal physiological data to predict the severity of ANSD with a hierarchy of resource-aware decision making. First, an on-site triage process is performed using a simple classifier. Second, personalised longitudinal modelling is employed that takes the previous states of the patient into consideration. We have also employed a spectrogram representation of the physiological waveforms to exploit existing networks for cross-domain transfer learning, which avoids the laborious and data intensive process of training a network from scratch. Results show that the proposed framework has promising potential in supporting severity grading of infectious diseases in low-resources settings, such as in the developing world." @default.
• W2999204501 created "2020-01-23" @default.
• W2999204501 creator A5005374485 @default.
• W2999204501 creator A5008124544 @default.
• W2999204501 creator A5024549881 @default.
• W2999204501 creator A5040302008 @default.
• W2999204501 creator A5040850954 @default.
• W2999204501 creator A5052155328 @default.
• W2999204501 creator A5055850985 @default.
• W2999204501 creator A5063851235 @default.
• W2999204501 date "2020-07-01" @default.
• W2999204501 modified "2023-10-16" @default.
• W2999204501 title "Multi-Modal Diagnosis of Infectious Diseases in the Developing World" @default.
• W2999204501 cites W1976066595 @default.
• W2999204501 cites W2005909996 @default.
• W2999204501 cites W2080492286 @default.
• W2999204501 cites W2081903300 @default.
• W2999204501 cites W2087469646 @default.
• W2999204501 cites W2097117768 @default.
• W2999204501 cites W2100008113 @default.
• W2999204501 cites W2103468849 @default.
• W2999204501 cites W2108598243 @default.
• W2999204501 cites W2133589238 @default.
• W2999204501 cites W2187924076 @default.
• W2999204501 cites W2200122354 @default.
• W2999204501 cites W2296659055 @default.
• W2999204501 cites W2523834880 @default.
• W2999204501 cites W2551129219 @default.
• W2999204501 cites W2576442780 @default.
• W2999204501 cites W2608231518 @default.
• W2999204501 cites W2619383789 @default.
• W2999204501 cites W2620740922 @default.
• W2999204501 cites W2735745392 @default.
• W2999204501 cites W2768742786 @default.
• W2999204501 cites W2770629067 @default.
• W2999204501 cites W2783699776 @default.
• W2999204501 cites W2963163009 @default.
• W2999204501 cites W2963918968 @default.
• W2999204501 cites W2979640443 @default.
• W2999204501 cites W3005575487 @default.
• W2999204501 cites W3157419554 @default.
• W2999204501 doi "https://doi.org/10.1109/jbhi.2019.2959839" @default.
• W2999204501 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/31944967" @default.
• W2999204501 hasPublicationYear "2020" @default.
• W2999204501 type Work @default.
• W2999204501 sameAs 2999204501 @default.
• W2999204501 citedByCount "19" @default.
• W2999204501 countsByYear W29992045012020 @default.
• W2999204501 countsByYear W29992045012021 @default.
• W2999204501 countsByYear W29992045012022 @default.
• W2999204501 countsByYear W29992045012023 @default.
• W2999204501 crossrefType "journal-article" @default.
• W2999204501 hasAuthorship W2999204501A5005374485 @default.
• W2999204501 hasAuthorship W2999204501A5008124544 @default.
• W2999204501 hasAuthorship W2999204501A5024549881 @default.
• W2999204501 hasAuthorship W2999204501A5040302008 @default.
• W2999204501 hasAuthorship W2999204501A5040850954 @default.
• W2999204501 hasAuthorship W2999204501A5052155328 @default.
• W2999204501 hasAuthorship W2999204501A5055850985 @default.
• W2999204501 hasAuthorship W2999204501A5063851235 @default.
• W2999204501 hasBestOaLocation W29992045011 @default.
• W2999204501 hasConcept C112930515 @default.
• W2999204501 hasConcept C119857082 @default.
• W2999204501 hasConcept C149635348 @default.
• W2999204501 hasConcept C150594956 @default.
• W2999204501 hasConcept C150899416 @default.
• W2999204501 hasConcept C154945302 @default.
• W2999204501 hasConcept C2777120189 @default.
• W2999204501 hasConcept C41008148 @default.
• W2999204501 hasConcept C545542383 @default.
• W2999204501 hasConcept C71924100 @default.
• W2999204501 hasConceptScore W2999204501C112930515 @default.
• W2999204501 hasConceptScore W2999204501C119857082 @default.
• W2999204501 hasConceptScore W2999204501C149635348 @default.
• W2999204501 hasConceptScore W2999204501C150594956 @default.
• W2999204501 hasConceptScore W2999204501C150899416 @default.
• W2999204501 hasConceptScore W2999204501C154945302 @default.
• W2999204501 hasConceptScore W2999204501C2777120189 @default.
• W2999204501 hasConceptScore W2999204501C41008148 @default.
• W2999204501 hasConceptScore W2999204501C545542383 @default.
• W2999204501 hasConceptScore W2999204501C71924100 @default.
• W2999204501 hasFunder F4320311904 @default.
• W2999204501 hasFunder F4320316481 @default.
• W2999204501 hasFunder F4320320005 @default.
• W2999204501 hasFunder F4320334627 @default.
• W2999204501 hasIssue "7" @default.
• W2999204501 hasLocation W29992045011 @default.
• W2999204501 hasLocation W29992045012 @default.
• W2999204501 hasLocation W29992045013 @default.
• W2999204501 hasOpenAccess W2999204501 @default.
• W2999204501 hasPrimaryLocation W29992045011 @default.
• W2999204501 hasRelatedWork W125325933 @default.
• W2999204501 hasRelatedWork W1996729302 @default.
• W2999204501 hasRelatedWork W2033023095 @default.
• W2999204501 hasRelatedWork W2051773733 @default.
• W2999204501 hasRelatedWork W2144451503 @default.
• W2999204501 hasRelatedWork W2147580721 @default.
• W2999204501 hasRelatedWork W2909333182 @default.

• next