2018
Finding relevant biomedical datasets: the UC San Diego solution for the bioCADDIE Retrieval Challenge
Wei W, Ji Z, He Y, Zhang K, Ha Y, Li Q, Ohno-Machado L. Finding relevant biomedical datasets: the UC San Diego solution for the bioCADDIE Retrieval Challenge. Database 2018, 2018: bay017. PMID: 29688374, PMCID: PMC5861401, DOI: 10.1093/database/bay017.Peer-Reviewed Original Research
2015
Comparison of consumers’ views on electronic data sharing for healthcare and research
Kim K, Joseph J, Ohno-Machado L. Comparison of consumers’ views on electronic data sharing for healthcare and research. Journal Of The American Medical Informatics Association 2015, 22: 821-830. PMID: 25829461, PMCID: PMC5009901, DOI: 10.1093/jamia/ocv014.Peer-Reviewed Original ResearchConceptsElectronic data sharingData sharingHealth information exchangeData networksHealth informationTechnology infrastructureInformation exchangePrivacyHealth Insurance PortabilitySharingAccountability ActUse of dataInsurance PortabilitySecurityNetworkInformationHealthcareIndividual controlHealthcare deliveryMere relianceDepth studyPortabilityAccessInfrastructureComparison of consumers
2012
Southern California: A Hotbed of Biomedical Engineering: Nine Bioengineers Describe Their Research and Why Southern California Has the Biotech Market Cornered
Berger T, Meng E, George S, Khoo M, Marmarelis V, McCulloch A, Cauwenberghs G, Ohno-Machado L, Schultz J, Johnson J. Southern California: A Hotbed of Biomedical Engineering: Nine Bioengineers Describe Their Research and Why Southern California Has the Biotech Market Cornered. IEEE Pulse 2012, 3: 14-21. PMID: 23008840, DOI: 10.1109/mpul.2012.2197698.Peer-Reviewed Original Research
1995
Hierarchical neural networks for survival analysis.
Ohno-Machado L, Walker M, Musen M. Hierarchical neural networks for survival analysis. Medinfo. 1995, 8 Pt 1: 828-32. PMID: 8591339.Peer-Reviewed Original ResearchConceptsNeural networkHierarchical neural networkHierarchical systemHierarchical modelHierarchical architectureDiscrete variablesNetworkData setsNonhierarchical modelTraditional methodsMedical applicationsAccurate predictionNumber of eventsArchitectureSystemTime-dependent variablesModelDataFirst time intervalTime intervalPredictionSetVariables