SCH: A Novel Bias-mitigated Multimodal Oxygen Monitor
SCH: A Novel Bias-mitigated Multimodal Oxygen Monitor
批准号:
10816771
负责人:
Ulkuhan Guler
金额:
$28.51万
依托单位国家:
美国
项目类别:
财政年份:
2023
资助国家:
美国
项目状态:
未结题
起止时间:
2023-09-01 至 2027-07-31
关键词:
Admission activityAdverse effectsAlgorithmsBindingBiomedical ResearchBiosensing TechniquesBloodBlood gasCOVID-19ClinicalCollectionCustomDataData SetDiffusionEcosystemEffectivenessElectronicsEquityEventFemaleGasesGoalsGoldHemoglobinHomeInternationalJournalsJusticeKnowledgeLifeLiteratureLungMachine LearningMeasurementMeasuresMedicalMedicineMethodsMiniaturizationModalityMonitorNeonatal Intensive Care UnitsOutcomeOutpatientsOxygenOxygen Therapy CarePartial PressurePatientsPigmentation physiologic functionPlayProcessPtcO2ResearchResearch PersonnelResolutionResourcesRespiratory DiseaseRespiratory distressRoleSMART healthSensitivity and SpecificitySkinTimeTranscutaneous Blood Gas MonitoringValidationWorkclinical practiceconnected healthdesigngraduate studentimprovedimproved outcomeindividualized medicineinfant monitoringminiaturizemonitoring devicemultimodalityneonatenovelpandemic diseasepeople of colorracial biasreadmission riskrecruitremote assessmentremote monitoringremote patient monitoringrespiratorysensorsensor technologysignal processingskin colorsymposiumtime usetreatment planningundergraduate studentwearable device
中文摘要
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英文摘要
Annually, ∼300,000 neonates are admitted to the neonatal intensive care unit (NICU) in the U.S., mostly
due to respiratory distress. After a successful medical treatment in the NICU, earlier discharge to a stable
home life could improve the chance of survival for neonates. However, the outpatient management of
babies with fragile respiratory status is challenging in the absence of reliable remote monitoring devices
suitable for use at home. Due to the small form factor and ease of use, contemporary home monitoring
devices deploy sensors measuring SpO2, the saturation of hemoglobin bound to oxygen. Nevertheless,
accurate assessment of oxygenation is complicated and not possible with only one parameter. Therefore,
in clinical practice, invasive blood gas measurements - including partial pressure of oxygen (PaO2), which
is the free dissolved oxygen (not bound to hemoglobin) - are not entirely replaced with SpO2. PaO2 is an
essential cardio-respiratory measurement and the direct indication of lung effectiveness. A direct
noninvasive method of assessing PaO2 is PtcO2, oxygen gas that diffuses through the skin. Creating an
ability to sense two respiratory parameters (PtcO2 and SpO2) with one wearable is unique and superior to
the current practice of measuring only SpO2, filling an important gap in miniaturization of the
transcutaneous blood gas monitors.
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