2023
One Health: Insights from Organizational & Social, Technology Assessment and Human Factors Perspectives.
Scott P, Kuziemsky C, Zhu X, Nøhr C, Ammenwerth E, Kukhareva P, Peute L, Marcilly R. One Health: Insights from Organizational & Social, Technology Assessment and Human Factors Perspectives. Yearb Med Inform 2023, 32: 76-83. PMID: 38147851, DOI: 10.1055/s-0043-1768729.Peer-Reviewed Reviews, Practice Guidelines, Standards, and Consensus Statements
2022
Personal Health Informatics: Patient Participation in Precision Health
Hsueh, P.Y., Wetter, T., Zhu, X., Textbook of Personal Health Informatics: Patient Participation in Precision Health (Cognitive Informatics in Biomedicine and Healthcare), 1st edition. Springer Nature, 2022. ISBN: 978-3-031-07696-1Books
2021
The Importance of Contextual Understanding in Solving the Last Mile Problem.
Kuziemsky C, Nøhr C, Marcilly R, Dusseljee-Peute L, Zhu X, Elkin PL. The Importance of Contextual Understanding in Solving the Last Mile Problem. Studies In Health Technology And Informatics 2021, 286: 3-8. PMID: 34755681, DOI: 10.3233/shti210625.Peer-Reviewed Original ResearchConceptsHealth information technologyLast mile problemDigital health landscapeMile problemHealth information managementInformation managementInformation technologyData dashboardInformatics solutionsHealth informaticsDesign focusHealthcare managementSociotechnical analysisTechnologyImplementationEvaluation methodDashboardHealthcareNecessary supportInformaticsHealth technologiesWorkloadRole contextCOVID-19 contextContextual understandingEstablishing a Global Standard for Wearable Devices in Sport and Exercise Medicine: Perspectives from Academic and Industry Stakeholders
Ash GI, Stults-Kolehmainen M, Busa MA, Gaffey AE, Angeloudis K, Muniz-Pardos B, Gregory R, Huggins RA, Redeker NS, Weinzimer SA, Grieco LA, Lyden K, Megally E, Vogiatzis I, Scher L, Zhu X, Baker JS, Brandt C, Businelle MS, Fucito LM, Griggs S, Jarrin R, Mortazavi BJ, Prioleau T, Roberts W, Spanakis EK, Nally LM, Debruyne A, Bachl N, Pigozzi F, Halabchi F, Ramagole DA, Janse van Rensburg DC, Wolfarth B, Fossati C, Rozenstoka S, Tanisawa K, Börjesson M, Casajus JA, Gonzalez-Aguero A, Zelenkova I, Swart J, Gursoy G, Meyerson W, Liu J, Greenbaum D, Pitsiladis YP, Gerstein MB. Establishing a Global Standard for Wearable Devices in Sport and Exercise Medicine: Perspectives from Academic and Industry Stakeholders. Sports Medicine 2021, 51: 2237-2250. PMID: 34468950, PMCID: PMC8666971, DOI: 10.1007/s40279-021-01543-5.Peer-Reviewed Original Research
2020
Evidence-Based Health Informatics as the Foundation for the COVID-19 Response: A Joint Call for Action.
Fernandez-Luque L, Kushniruk AW, Georgiou A, Basu A, Petersen C, Ronquillo C, Paton C, Nøhr C, Kuziemsky CE, Alhuwail D, Skiba D, Huesing E, Gabarron E, Borycki EM, Magrabi F, Denecke K, Peute LWP, Topaz M, Al-Shorbaji N, Lacroix P, Marcilly R, Cornet R, Gogia SB, Kobayashi S, Iyengar S, Deserno TM, Mettler T, Vimarlund V, Zhu X. Evidence-Based Health Informatics as the Foundation for the COVID-19 Response: A Joint Call for Action. Methods Of Information In Medicine 2020, 59: 183-192. PMID: 33975375, PMCID: PMC8279811, DOI: 10.1055/s-0041-1726414.Peer-Reviewed Original ResearchA review of auditing techniques for the Unified Medical Language System
Zheng L, He Z, Wei D, Keloth V, Fan JW, Lindemann L, Zhu X, Cimino JJ, Perl Y. A review of auditing techniques for the Unified Medical Language System. Journal Of The American Medical Informatics Association 2020, 27: 1625-1638. PMID: 32766692, PMCID: PMC7566540, DOI: 10.1093/jamia/ocaa108.Peer-Reviewed Original ResearchConceptsUnified Medical Language SystemAuditing techniquesLevel of automationLanguage systemOntology alignmentUMLS MetathesaurusError detectionConcept namesAlignment techniqueSemantic type assignmentsOntology enrichmentTypes of knowledgeHierarchical relationshipsEasy accessSummarizationPRISMA approachDevelopment of methodsMetathesaurusQuality assuranceAutomationTechniqueConceptual aspectsSystemWealth of knowledgeConceptEstablish a Real-time Responsible Home Quarantine and Monitoring Management mHealth Platform.
Lee SH, Chiu YR, Hung YT, Chen QG, Zhang A, Yang Y, Zhi P, Li Y, Zhu X, Chang PL. Establish a Real-time Responsible Home Quarantine and Monitoring Management mHealth Platform. AMIA ... Annual Symposium Proceedings / AMIA Symposium. AMIA Symposium 2020, 2020: 697-706. PMID: 33936444, PMCID: PMC8075449.Peer-Reviewed Original ResearchDigital Health: Building Mobile and Wearable Applications for Participatory Health.
Editors: Shabbir Syed-Abdul, Xinxin Zhu, Luis Fernandez-Luque. 2020. Elsevier. eBook ISBN: 9780128200780. Paperback ISBN: 9780128200773. https://www.amazon.com/Digital-Health-Wearable-Participatory-Applications/dp/0128200774Books
2018
Mobile and wearable technologies in healthcare for the ageing population.
Malwade S, Abdul SS, Uddin M, Nursetyo AA, Fernandez-Luque L, Zhu XK, Cilliers L, Wong CP, Bamidis P, Li YJ. Mobile and wearable technologies in healthcare for the ageing population. Computer Methods And Programs In Biomedicine 2018, 161: 233-237. PMID: 29852964, DOI: 10.1016/j.cmpb.2018.04.026.Peer-Reviewed Original Research
2017
How Can Health Information Technologies Contribute to Improve Health Care Services for High-Need Patients?
Nøhr C, Botin L, Zhu X. How Can Health Information Technologies Contribute to Improve Health Care Services for High-Need Patients? 2017, 241: 28-35. PMID: 28809178.Peer-Reviewed Original ResearchcHRV Uncovering Daily Stress Dynamics Using Bio-Signal from Consumer Wearables.
Hao T, Chang H, Ball M, Lin K, Zhu X. cHRV Uncovering Daily Stress Dynamics Using Bio-Signal from Consumer Wearables. Studies In Health Technology And Informatics 2017, 245: 98-102. PMID: 29295060.Peer-Reviewed Original ResearchStressHacker: Towards Practical Stress Monitoring in the Wild with Smartwatches.
Hao T, Walter KN, Ball MJ, Chang HY, Sun S, Zhu X. StressHacker: Towards Practical Stress Monitoring in the Wild with Smartwatches. AMIA ... Annual Symposium Proceedings / AMIA Symposium. AMIA Symposium 2017, 2017: 830-838. PMID: 29854149, PMCID: PMC5977663.Peer-Reviewed Original Research
2016
Wearable Technologies and Telehealth in Care Management for Chronic Illness
Zhu X, Cahan A. Wearable Technologies and Telehealth in Care Management for Chronic Illness. Health Informatics 2016, 375-398. DOI: 10.1007/978-3-319-20765-0_22.Peer-Reviewed Original ResearchImplementation of telemedicinePatients' natural environmentMultidisciplinary team workHealthcare delivery systemChronic diseasesChronic illnessPatient's conditionCare providersCare managementHealthcare resourcesPatient carePatientsTelehealthRural settingsRemote patient monitoringPatient monitoringCareProlonged periodIndependent livingDelivery systemIllnessSickerDisease
2015
Curating and Integrating Data from Multiple Sources to Support Healthcare Analytics.
Ng K, Kakkanatt C, Benigno M, Thompson C, Jackson M, Cahan A, Zhu X, Zhang P, Huang P. Curating and Integrating Data from Multiple Sources to Support Healthcare Analytics. 2015, 216: 1056. PMID: 26262355.Peer-Reviewed Original ResearchConceptsHealthcare analyticsAnalytics applicationsIntegration infrastructureElectronic health recordsData visualizationRobust data collectionIntegrating DataData typesMicrobiomic dataDisparate dataHealth recordsSelf-tracking dataWearable devicesAnalyticsPredictive modelingMultiple sourcesGenomic dataData collection
2014
Dynamic and accretive composition of patient engagement instruments for personalized plan generation.
Hsueh P, Zhu X, Deng V, Ramarishnan S, Ball M. Dynamic and accretive composition of patient engagement instruments for personalized plan generation. 2014, 201: 447-51. PMID: 24943580.Peer-Reviewed Original ResearchProgressive testing of health self-efficacy and literacy for personalized engagement.
Hsueh P, Zhu X, Ramakrishnan S. Progressive testing of health self-efficacy and literacy for personalized engagement. 2014, 205: 453-7. PMID: 25160225.Peer-Reviewed Original Research
2013
Clinicians′ evaluation of computer-assisted medication summarization of electronic medical records
Zhu X, Cimino J. Clinicians′ evaluation of computer-assisted medication summarization of electronic medical records. Computers In Biology And Medicine 2013, 59: 221-231. PMID: 24393492, PMCID: PMC4063892, DOI: 10.1016/j.compbiomed.2013.12.006.Peer-Reviewed Original ResearchConceptsAvoidable medication errorsMedication errorsMedication applicationMedication reconciliation processClinical practice workflowQuality of careElectronic medical recordsMedication reconciliationElectronic health record systemsMedication dataMedical recordsClinical usefulnessDrug interactionsMedication ordersHealth record systemsClinician feedbackPatient safetyClinician performanceCare efficiencyClinical facilitiesPatientsPractice workflowRecord systemCliniciansCareAn adaptable and scalable group access control scheme for managing wireless sensor networks
Wu F, Pai H, Zhu X, Hsueh P, Hu Y. An adaptable and scalable group access control scheme for managing wireless sensor networks. Telematics And Informatics 2013, 30: 144-157. DOI: 10.1016/j.tele.2012.03.011.Peer-Reviewed Original ResearchSecure group communicationWireless sensor networksAccess controlAccess keySensor networksAccess control schemeCryptographic theoryUnauthorized accessAccess privilegesHash computationGroup communicationIncremental systemPrime technologyPrivate informationEssential issueNetworkNew issuesMain advantageControl schemeSchemeScalabilityLarge numberKeyEntitiesPeers
2012
Privacy protection for personal data integration and sharing in care coordination services: A case study on wellness cloud
Hsueh P, Grandison T, Zeng L, Zhu X, Lan C, Hsiao J, Chang H, Pai H. Privacy protection for personal data integration and sharing in care coordination services: A case study on wellness cloud. 2012, 111-116. DOI: 10.1109/soli.2012.6273514.Peer-Reviewed Original ResearchData integrationPrivacy-preserving data integrationMulti-tenant cloud environmentCommon data servicesCoordination servicesPersonal health dataThird-party providersMultitude of providersCloud environmentPrivacy challengesPrivacy protectionData accessUse casesData servicesParty providersSharing mechanismWellness managementFunctional requirementsCoordinated care servicesHealth dataCare coordination servicesMultiple sourcesServicesTechnical challengesService cycleFrom clinical requirement to personalized wellness decision support: a data-driven framework for computer-supported guideline refinement.
Hsueh P, Lan C, Deng V, Zhu X. From clinical requirement to personalized wellness decision support: a data-driven framework for computer-supported guideline refinement. 2012, 180: 457-61. PMID: 22874232.Peer-Reviewed Original ResearchConceptsDecision supportData-driven analyticsClinical decision support systemPatient-centric paradigmDecision support systemData-driven frameworkGuideline-based clinical decision support systemPersonalized recommendationsHealthcare domainPersonalization frameworkGuideline refinementCurrent contextPatient-related dataMapping tasksSupport systemDecision problemFrameworkConsequent availabilitySignificant attentionAnalyticsRequirementsStatistical decision problemDeploymentTaskClinical requirements