2021
A Machine Learning Model to Successfully Predict Future Diagnosis of Chronic Myelogenous Leukemia With Retrospective Electronic Health Records Data
Hauser RG, Esserman D, Beste LA, Ong SY, Colomb DG, Bhargava A, Wadia R, Rose MG. A Machine Learning Model to Successfully Predict Future Diagnosis of Chronic Myelogenous Leukemia With Retrospective Electronic Health Records Data. American Journal Of Clinical Pathology 2021, 156: 1142-1148. PMID: 34184028, DOI: 10.1093/ajcp/aqab086.Peer-Reviewed Original ResearchConceptsBlood cell countChronic myelogenous leukemiaCell countMyelogenous leukemiaRetrospective electronic health record dataDiagnosis of CMLLarge integrated health care systemDifferential blood cell countsIntegrated health care systemUsual medical careTime of diagnosisElectronic health record dataClonal stem cell disorderHealth record dataStem cell disordersHealth care systemDisease courseDiagnostic workupAdult leukemiaCell disordersMedical careDiagnostic testingDiagnostic testsBlood cellsCare system
2020
Inpatient Telehealth Tools to Enhance Communication and Decrease Personal Protective Equipment Consumption during Disaster Situations: A Case Study during the COVID-19 Pandemic
Ong SY, Stump L, Zawalich M, Edwards L, Stanton G, Matthews M, Hsiao AL. Inpatient Telehealth Tools to Enhance Communication and Decrease Personal Protective Equipment Consumption during Disaster Situations: A Case Study during the COVID-19 Pandemic. Applied Clinical Informatics 2020, 11: 733-741. PMID: 33147644, PMCID: PMC7641665, DOI: 10.1055/s-0040-1719180.Peer-Reviewed Original ResearchConceptsUse casesSecurity/privacyHealth care systemPatient care capabilitiesConsumer devicesHealth systemInnovative technology solutionsTechnology solutionsPersonal protective equipment useCare systemLarge health care systemLarge-scale setupsHealth care workersDisaster situationsProtective equipment useHealth care staffUse of PPEDevice usageDevice availabilityPhysical setupInpatient careLarge volumesAmbulatory settingTelehealth toolsCare workers