2024
Patient Priorities–Aligned Care for Older Adults With Multiple Conditions
Tinetti M, Hashmi A, Ng H, Doyle M, Goto T, Esterson J, Naik A, Dindo L, Li F. Patient Priorities–Aligned Care for Older Adults With Multiple Conditions. JAMA Network Open 2024, 7: e2352666. PMID: 38261319, PMCID: PMC10807252, DOI: 10.1001/jamanetworkopen.2023.52666.Peer-Reviewed Original ResearchMeSH KeywordsAgedAmbulatory Care FacilitiesCommunicationData AnalysisDecision Making, SharedFemaleHumansPatient CareConceptsPatient Priorities CarePatient-Reported Outcomes Measurement Information SystemPerceived treatment burdenUsual careUC participantsOutcomes Measurement Information SystemPatients' health prioritiesTreatment burden scoresHealth outcome goalsHealth care preferencesMeasurement Information SystemTreatment burdenDecision quality measuresPrescribing decision-makingFollow-upNonrandomized controlled trialsPatient-reported outcomesAlign careCare preferencesPriority careMultisite practiceHealth professionalsHealth priorityChronic conditionsSocial roles
2023
[Automated detection of sleep-arousal using multi-scale convolution and self-attention mechanism].
Li F, Xu Y, Zhang B, Cong F. [Automated detection of sleep-arousal using multi-scale convolution and self-attention mechanism]. Journal Of Biomedical Engineering 2023, 40: 27-34. PMID: 36854545, PMCID: PMC9989766, DOI: 10.7507/1001-5515.202204052.Peer-Reviewed Original ResearchConceptsMulti-scale convolutional layersArousal detectionSingle-channel EEG signalsSelf-attention mechanismTransfer learning methodConvolutional neural networkSleep staging taskEnd-to-endMulti-modal signalsSingle-channel electroencephalogramPrecision-recall curveConvolutional layersEvent detectionNeural networkAverage accuracyLearning methodsEEG signalsTask transferBaseline modelMulti-ModalStaging taskImprovement of model performancePortable sleep monitoringSingle modalityTime-consuming
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