FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4387087783> ?p ?o ?g. }

• W4387087783 endingPage "39" @default.
• W4387087783 startingPage "1" @default.
• W4387087783 abstract "Deep learning-based methods demonstrate promising results in continuous non-invasive blood pressure measurement, whereas those models trained on large public datasets suffer from severe performance degradation in predicting from real-world user data collected in home settings. Transfer learning has been recently introduced to personalize the pre-trained model with unseen users' data to solve the problem. However, the existing methods based on network fine-tuning for model personalization require a large amount of labeled data, lacking practicality due to labeling using a cuff-based blood pressure monitor is extremely tedious and laborious for home users. In this paper, we propose a novel few-shot transfer learning approach named FewShotBP, which addresses the above-mentioned challenges by introducing a personalization adapter at the personalization stage (i.e., the transfer learning stage), and a multi-modal spectro-temporal neural network at the pre-train stage, to bridge the gap between data-hungry models and limited labeled data in realistic scenarios. To evaluate the approach's significance, we conducted experiments using both a publicly available dataset and a real-world user experiment. The results demonstrated that the proposed approach achieves similar accuracy of blood pressure prediction with 10× less data for personalization compared with the state-of-the-art method in the public dataset and achieves a mean absolute error of 6.68 mmHg (systolic blood pressure) and 3.91 mmHg (diastolic blood pressure) with only 10 personal data samples in the real-world user experiment." @default.
• W4387087783 created "2023-09-28" @default.
• W4387087783 creator A5008558592 @default.
• W4387087783 creator A5031593162 @default.
• W4387087783 creator A5048871276 @default.
• W4387087783 creator A5065806340 @default.
• W4387087783 creator A5081507321 @default.
• W4387087783 date "2023-09-27" @default.
• W4387087783 modified "2023-10-02" @default.
• W4387087783 title "FewShotBP" @default.
• W4387087783 cites W1528687555 @default.
• W4387087783 cites W1981341256 @default.
• W4387087783 cites W2014933826 @default.
• W4387087783 cites W2032511627 @default.
• W4387087783 cites W2061952364 @default.
• W4387087783 cites W2067985859 @default.
• W4387087783 cites W2116988824 @default.
• W4387087783 cites W2120416826 @default.
• W4387087783 cites W2165698076 @default.
• W4387087783 cites W2431637923 @default.
• W4387087783 cites W2490300818 @default.
• W4387087783 cites W2500155682 @default.
• W4387087783 cites W2533468819 @default.
• W4387087783 cites W2780316996 @default.
• W4387087783 cites W2784502443 @default.
• W4387087783 cites W2886149027 @default.
• W4387087783 cites W2887280559 @default.
• W4387087783 cites W2889779412 @default.
• W4387087783 cites W2898782655 @default.
• W4387087783 cites W2911964244 @default.
• W4387087783 cites W2963712527 @default.
• W4387087783 cites W2965846681 @default.
• W4387087783 cites W3006649679 @default.
• W4387087783 cites W3015465660 @default.
• W4387087783 cites W3035204084 @default.
• W4387087783 cites W3164139332 @default.
• W4387087783 cites W3193823764 @default.
• W4387087783 cites W4200295897 @default.
• W4387087783 cites W4224000787 @default.
• W4387087783 cites W4229058141 @default.
• W4387087783 cites W4312443924 @default.
• W4387087783 doi "https://doi.org/10.1145/3610918" @default.
• W4387087783 hasPublicationYear "2023" @default.
• W4387087783 type Work @default.
• W4387087783 citedByCount "0" @default.
• W4387087783 crossrefType "journal-article" @default.
• W4387087783 hasAuthorship W4387087783A5008558592 @default.
• W4387087783 hasAuthorship W4387087783A5031593162 @default.
• W4387087783 hasAuthorship W4387087783A5048871276 @default.
• W4387087783 hasAuthorship W4387087783A5065806340 @default.
• W4387087783 hasAuthorship W4387087783A5081507321 @default.
• W4387087783 hasBestOaLocation W43870877831 @default.
• W4387087783 hasConcept C100776233 @default.
• W4387087783 hasConcept C108583219 @default.
• W4387087783 hasConcept C119857082 @default.
• W4387087783 hasConcept C124101348 @default.
• W4387087783 hasConcept C126322002 @default.
• W4387087783 hasConcept C136764020 @default.
• W4387087783 hasConcept C150899416 @default.
• W4387087783 hasConcept C154945302 @default.
• W4387087783 hasConcept C183003079 @default.
• W4387087783 hasConcept C2776145971 @default.
• W4387087783 hasConcept C41008148 @default.
• W4387087783 hasConcept C50644808 @default.
• W4387087783 hasConcept C71924100 @default.
• W4387087783 hasConceptScore W4387087783C100776233 @default.
• W4387087783 hasConceptScore W4387087783C108583219 @default.
• W4387087783 hasConceptScore W4387087783C119857082 @default.
• W4387087783 hasConceptScore W4387087783C124101348 @default.
• W4387087783 hasConceptScore W4387087783C126322002 @default.
• W4387087783 hasConceptScore W4387087783C136764020 @default.
• W4387087783 hasConceptScore W4387087783C150899416 @default.
• W4387087783 hasConceptScore W4387087783C154945302 @default.
• W4387087783 hasConceptScore W4387087783C183003079 @default.
• W4387087783 hasConceptScore W4387087783C2776145971 @default.
• W4387087783 hasConceptScore W4387087783C41008148 @default.
• W4387087783 hasConceptScore W4387087783C50644808 @default.
• W4387087783 hasConceptScore W4387087783C71924100 @default.
• W4387087783 hasFunder F4320321001 @default.
• W4387087783 hasFunder F4320322847 @default.
• W4387087783 hasFunder F4320325902 @default.
• W4387087783 hasIssue "3" @default.
• W4387087783 hasLocation W43870877831 @default.
• W4387087783 hasOpenAccess W4387087783 @default.
• W4387087783 hasPrimaryLocation W43870877831 @default.
• W4387087783 hasRelatedWork W2889705046 @default.
• W4387087783 hasRelatedWork W2960456850 @default.
• W4387087783 hasRelatedWork W3192840557 @default.
• W4387087783 hasRelatedWork W4223943233 @default.
• W4387087783 hasRelatedWork W4312200629 @default.
• W4387087783 hasRelatedWork W4317565044 @default.
• W4387087783 hasRelatedWork W4360585206 @default.
• W4387087783 hasRelatedWork W4380075502 @default.
• W4387087783 hasRelatedWork W4382286161 @default.
• W4387087783 hasRelatedWork W4386213806 @default.
• W4387087783 hasVolume "7" @default.
• W4387087783 isParatext "false" @default.
• W4387087783 isRetracted "false" @default.

• next