Featured Publications
Prevalence of Missing Data in the National Cancer Database and Association With Overall Survival
Yang DX, Khera R, Miccio JA, Jairam V, Chang E, Yu JB, Park HS, Krumholz HM, Aneja S. Prevalence of Missing Data in the National Cancer Database and Association With Overall Survival. JAMA Network Open 2021, 4: e211793. PMID: 33755165, PMCID: PMC7988369, DOI: 10.1001/jamanetworkopen.2021.1793.Peer-Reviewed Original ResearchConceptsNational Cancer DatabaseNon-small cell lung cancerOverall survivalCell lung cancerCancer DatabaseMedical recordsLung cancerProstate cancerBreast cancerPatient recordsComplete dataRetrospective cohort studyCohort studyCancer RegistryCommon cancerVariables of interestHigh prevalenceMAIN OUTCOMEPatientsClinical advancementReal-world data sourcesCancerPrevalenceSurvivalHeterogeneous differences
2023
Clinical Informatics Approaches to Facilitate Cancer Data Sharing
Aneja S, Avesta A, Xu H, Machado L. Clinical Informatics Approaches to Facilitate Cancer Data Sharing. Yearbook Of Medical Informatics 2023, 32: 104-110. PMID: 37414028, PMCID: PMC10751108, DOI: 10.1055/s-0043-1768721.Peer-Reviewed Original ResearchConceptsCommon data modelHomomorphic encryptionData modelData sharingClinical informaticsMachine learning techniquesInformatics studiesDiagnostic image analysisLearning techniquesElectronic health recordsEncryptionClinical dataAnalyticsHealth recordsPromising solutionHealth dataInformaticsSharingSmall settingsData availabilityImage analysisPromising resultsHealth informationRepresentative datasetCancer dataUsing ChatGPT to evaluate cancer myths and misconceptions: artificial intelligence and cancer information
Johnson S, King A, Warner E, Aneja S, Kann B, Bylund C. Using ChatGPT to evaluate cancer myths and misconceptions: artificial intelligence and cancer information. JNCI Cancer Spectrum 2023, 7: pkad015. PMID: 36929393, PMCID: PMC10020140, DOI: 10.1093/jncics/pkad015.Peer-Reviewed Original ResearchConceptsNumber of words
2019
Artificial Intelligence in Oncology: Current Applications and Future Directions.
Kann BH, Thompson R, Thomas CR, Dicker A, Aneja S. Artificial Intelligence in Oncology: Current Applications and Future Directions. Oncology 2019, 33: 46-53. PMID: 30784028.Peer-Reviewed Original Research