FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2595384346> ?p ?o ?g. }

• W2595384346 endingPage "2900" @default.
• W2595384346 startingPage "2890" @default.
• W2595384346 abstract "Objective: state-of-the-art algorithms that quantify nonlinear dynamics in physiologic waveforms are underutilized clinically due to their esoteric nature. We present a generalizable framework for classifying multiscalar waveform features, designed for patient-state tracking directly at the bedside. Methods: an artificial neural network classifier was designed to evaluate multiscale waveform features against a fingerprint database of multifractal synthetic time series. The results are mapped into a physiologic state space for near real-time patient-state tracking. Results: the framework was validated on cardiac beat-to-beat dynamics processed with the multiscale entropy algorithm, and assessed using PhysioNet databases. We then applied our algorithm to predict 28-day mortality for sepsis patients, and found it had greater prognostic accuracy than standard clinical severity scores. Conclusion: we developed a novel framework to classify multiscale features of beat-to-beat dynamics, and performed an initial clinical validation to demonstrate that our approach generates a robust quantification of a patient's state, compatible with real-time bedside implementations. Significance: the framework generates meaningful and actionable patient-specific information, and could facilitate the dissemination of a new class of “always-on” diagnostic tools." @default.
• W2595384346 created "2017-03-23" @default.
• W2595384346 creator A5011262817 @default.
• W2595384346 creator A5065480234 @default.
• W2595384346 creator A5067417062 @default.
• W2595384346 creator A5071606562 @default.
• W2595384346 creator A5091872663 @default.
• W2595384346 date "2017-12-01" @default.
• W2595384346 modified "2023-10-16" @default.
• W2595384346 title "A Framework for Patient State Tracking by Classifying Multiscalar Physiologic Waveform Features" @default.
• W2595384346 cites W1862394037 @default.
• W2595384346 cites W1943063538 @default.
• W2595384346 cites W1969951624 @default.
• W2595384346 cites W1973072331 @default.
• W2595384346 cites W1989415069 @default.
• W2595384346 cites W1992122216 @default.
• W2595384346 cites W1993397663 @default.
• W2595384346 cites W2002466642 @default.
• W2595384346 cites W2024677560 @default.
• W2595384346 cites W2044125495 @default.
• W2595384346 cites W2047098613 @default.
• W2595384346 cites W2049664042 @default.
• W2595384346 cites W2053237333 @default.
• W2595384346 cites W2059851411 @default.
• W2595384346 cites W2068316060 @default.
• W2595384346 cites W2071602085 @default.
• W2595384346 cites W2093274439 @default.
• W2595384346 cites W2094335628 @default.
• W2595384346 cites W2102568183 @default.
• W2595384346 cites W2105110676 @default.
• W2595384346 cites W2109127420 @default.
• W2595384346 cites W2115530814 @default.
• W2595384346 cites W2116232103 @default.
• W2595384346 cites W2122348941 @default.
• W2595384346 cites W2123448864 @default.
• W2595384346 cites W2131067942 @default.
• W2595384346 cites W2147146949 @default.
• W2595384346 cites W2150263819 @default.
• W2595384346 cites W2162800060 @default.
• W2595384346 cites W2168803832 @default.
• W2595384346 cites W2190577106 @default.
• W2595384346 cites W2277489866 @default.
• W2595384346 cites W2280404143 @default.
• W2595384346 cites W2336280161 @default.
• W2595384346 cites W3103629061 @default.
• W2595384346 cites W3122507959 @default.
• W2595384346 doi "https://doi.org/10.1109/tbme.2017.2684244" @default.
• W2595384346 hasPubMedCentralId "https://www.ncbi.nlm.nih.gov/pmc/articles/5736792" @default.
• W2595384346 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/28328498" @default.
• W2595384346 hasPublicationYear "2017" @default.
• W2595384346 type Work @default.
• W2595384346 sameAs 2595384346 @default.
• W2595384346 citedByCount "8" @default.
• W2595384346 countsByYear W25953843462018 @default.
• W2595384346 countsByYear W25953843462019 @default.
• W2595384346 countsByYear W25953843462020 @default.
• W2595384346 countsByYear W25953843462021 @default.
• W2595384346 countsByYear W25953843462022 @default.
• W2595384346 countsByYear W25953843462023 @default.
• W2595384346 crossrefType "journal-article" @default.
• W2595384346 hasAuthorship W2595384346A5011262817 @default.
• W2595384346 hasAuthorship W2595384346A5065480234 @default.
• W2595384346 hasAuthorship W2595384346A5067417062 @default.
• W2595384346 hasAuthorship W2595384346A5071606562 @default.
• W2595384346 hasAuthorship W2595384346A5091872663 @default.
• W2595384346 hasBestOaLocation W25953843462 @default.
• W2595384346 hasConcept C106301342 @default.
• W2595384346 hasConcept C119857082 @default.
• W2595384346 hasConcept C121332964 @default.
• W2595384346 hasConcept C124101348 @default.
• W2595384346 hasConcept C133905733 @default.
• W2595384346 hasConcept C134306372 @default.
• W2595384346 hasConcept C153180895 @default.
• W2595384346 hasConcept C154945302 @default.
• W2595384346 hasConcept C197424946 @default.
• W2595384346 hasConcept C33923547 @default.
• W2595384346 hasConcept C40636538 @default.
• W2595384346 hasConcept C41008148 @default.
• W2595384346 hasConcept C554190296 @default.
• W2595384346 hasConcept C62520636 @default.
• W2595384346 hasConcept C76155785 @default.
• W2595384346 hasConcept C95623464 @default.
• W2595384346 hasConceptScore W2595384346C106301342 @default.
• W2595384346 hasConceptScore W2595384346C119857082 @default.
• W2595384346 hasConceptScore W2595384346C121332964 @default.
• W2595384346 hasConceptScore W2595384346C124101348 @default.
• W2595384346 hasConceptScore W2595384346C133905733 @default.
• W2595384346 hasConceptScore W2595384346C134306372 @default.
• W2595384346 hasConceptScore W2595384346C153180895 @default.
• W2595384346 hasConceptScore W2595384346C154945302 @default.
• W2595384346 hasConceptScore W2595384346C197424946 @default.
• W2595384346 hasConceptScore W2595384346C33923547 @default.
• W2595384346 hasConceptScore W2595384346C40636538 @default.
• W2595384346 hasConceptScore W2595384346C41008148 @default.
• W2595384346 hasConceptScore W2595384346C554190296 @default.
• W2595384346 hasConceptScore W2595384346C62520636 @default.
• W2595384346 hasConceptScore W2595384346C76155785 @default.
• W2595384346 hasConceptScore W2595384346C95623464 @default.

• next