2024
Pulse2AI: An Adaptive Framework to Standardize and Process Pulsatile Wearable Sensor Data for Clinical Applications
Huang S, Jafari R, Mortazavi B. Pulse2AI: An Adaptive Framework to Standardize and Process Pulsatile Wearable Sensor Data for Clinical Applications. IEEE Open Journal Of Engineering In Medicine And Biology 2024, 5: 330-338. PMID: 38899025, PMCID: PMC11186651, DOI: 10.1109/ojemb.2024.3398444.Peer-Reviewed Original ResearchData preprocessing frameworkPreprocessing frameworkMachine learningInternet of Medical ThingsMean-absolute-errorHealth monitoring tasksEnd-to-endRoot-mean-square-errorMedical ThingsSensor dataAdaptation frameworkMonitoring tasksSystolic blood pressure estimationMedical tasksWearable recordingsDatasetBlood pressure estimationPulsatile signalsTaskDataMedical applicationsFrameworkInternetWearableThings
2012
A Monte Carlo Approach to Biomedical Time Series Search
Woodbridge J, Mortazavi B, Sarrafzadeh M, Bui AA. A Monte Carlo Approach to Biomedical Time Series Search. Bioinformatics And Biomedicine 2012, 1: 1-6. PMID: 27617164, PMCID: PMC5016193, DOI: 10.1109/bibm.2012.6392646.Peer-Reviewed Original ResearchQuery resultsInformation gainReal-world biomedical datasetsTime-series subsequence matchingTime series searchCase-based diagnosisDiscovery of trendsHigh-dimensional dataHealth care informaticsSubsequence matchingBiomedical datasetsDimensional dataMatching schemeVariety of areasTraditional researchMatchingExcellent performanceSearch criteriaOverheadGaussian distributionParallelizationInformaticsDatasetSearchingMonte Carlo sampling method