2021
Premetastatic shifts of endogenous and exogenous mutational processes support consolidative therapy in EGFR-driven lung adenocarcinoma
Fisk JN, Mahal AR, Dornburg A, Gaffney SG, Aneja S, Contessa JN, Rimm D, Yu JB, Townsend JP. Premetastatic shifts of endogenous and exogenous mutational processes support consolidative therapy in EGFR-driven lung adenocarcinoma. Cancer Letters 2021, 526: 346-351. PMID: 34780851, PMCID: PMC8702484, DOI: 10.1016/j.canlet.2021.11.011.Peer-Reviewed Original ResearchConceptsMutational processesSingle ancestral lineageAncestral lineageProgression of cancerMetastatic lineagesPhylogenetic analysisGenetic resistanceEvolutionary processesExogenous mutational processesCancer evolutionConsolidative therapyMutational signature analysisEGFR-positive non-small cell lung cancerNon-small cell lung cancerKey eventsLineagesCell populationsTherapeutic resistanceLocal consolidative therapyClinical time courseCell lung cancerDisease etiologyTherapeutic decision makingCisplatin therapyLung cancerPrevalence 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 differencesImpact of tissue heterogeneity correction on Gamma Knife stereotactic radiosurgery of acoustic neuromas.
Peters GW, Tien CJ, Chiang V, Yu J, Hansen JE, Aneja S. Impact of tissue heterogeneity correction on Gamma Knife stereotactic radiosurgery of acoustic neuromas. Journal Of Radiosurgery And SBRT 2021, 7: 207-212. PMID: 33898084, PMCID: PMC8055239.Peer-Reviewed Original Research
2024
Comparative Effectiveness of SBRT
Shen J, Sritharan D, Yu J, Aneja S. Comparative Effectiveness of SBRT. 2024, 455-467. DOI: 10.1007/978-3-031-67743-4_33.Peer-Reviewed Original ResearchStereotactic body radiation therapyEffect of stereotactic body radiation therapyAlternative to other treatment modalitiesStereotactic body radiation therapy treatmentLong-term follow-up of patientsFollow-up of patientsLong-term follow-upTreatment of brainOligometastatic diseaseRadiation therapyTreatment of cancerRetrospective seriesTreatment modalitiesRenal cancerCost-effectiveness studiesDatabase analysisCancerTreatmentProstateTherapy
2020
The Impact of Missing/Incomplete Data in Real-World Data Studies
Yang D, Miccio J, Jairam V, Chang E, Yu J, Park H, Aneja S. The Impact of Missing/Incomplete Data in Real-World Data Studies. International Journal Of Radiation Oncology • Biology • Physics 2020, 108: e394. DOI: 10.1016/j.ijrobp.2020.07.2432.Peer-Reviewed Original ResearchDevelopment and Validation of a Deep Learning Algorithm to Predict Radiation Pneumonitis and Esophagitis Following Lung Stereotactic Body Radiation Therapy
Chang E, Du J, Decker R, Yu J, Park H, Aneja S. Development and Validation of a Deep Learning Algorithm to Predict Radiation Pneumonitis and Esophagitis Following Lung Stereotactic Body Radiation Therapy. International Journal Of Radiation Oncology • Biology • Physics 2020, 108: e14. DOI: 10.1016/j.ijrobp.2020.02.496.Peer-Reviewed Original Research
2019
Multi-Institutional Validation of Deep Learning for Pretreatment Identification of Extranodal Extension in Head and Neck Squamous Cell Carcinoma.
Kann BH, Hicks DF, Payabvash S, Mahajan A, Du J, Gupta V, Park HS, Yu JB, Yarbrough WG, Burtness BA, Husain ZA, Aneja S. Multi-Institutional Validation of Deep Learning for Pretreatment Identification of Extranodal Extension in Head and Neck Squamous Cell Carcinoma. Journal Of Clinical Oncology 2019, 38: 1304-1311. PMID: 31815574, DOI: 10.1200/jco.19.02031.Peer-Reviewed Original ResearchConceptsNeck squamous cell carcinomaExtranodal extensionSquamous cell carcinomaLymph nodesCell carcinomaContrast-enhanced CT scanDiagnostic abilityBoard-certified neuroradiologistsTreatment escalationCancer Genome AtlasPathologic confirmationPretreatment identificationDiagnostic challengeExternal validation data setsPathology resultsPretreatment imagingPoor prognosticatorClinical utilityCT scanPatientsClinical decisionHNSCCDiagnostic accuracyInstitutional ValidationGenome AtlasUpfront Stereotactic Radiosurgery in the Treatment of Brain Metastasis from Small Cell Lung Cancer
Miccio J, Johnson S, Jairam V, Yu J, Hansen J, Aneja S, An Y, Decker R, Omay S, Chiang V, Park H. Upfront Stereotactic Radiosurgery in the Treatment of Brain Metastasis from Small Cell Lung Cancer. International Journal Of Radiation Oncology • Biology • Physics 2019, 105: e81-e82. DOI: 10.1016/j.ijrobp.2019.06.2348.Peer-Reviewed Original Research14. Big Data and Radiation Oncology
Aneja S, Yu J. 14. Big Data and Radiation Oncology. 2019, 287-298. DOI: 10.36019/9780813592565-016.Peer-Reviewed Original ResearchComparative Effectiveness of SBRT
Aneja S, Kumar R, Yu J. Comparative Effectiveness of SBRT. 2019, 415-424. DOI: 10.1007/978-3-030-16924-4_34.Peer-Reviewed Original ResearchStereotactic body radiation therapyAlternative treatment modalityBody radiation therapyComparative effectiveness studiesCost-effectiveness studiesLarge database analysisRetrospective seriesTreatment modalitiesRadiation therapySBRT treatmentComparative effectivenessEffectiveness studiesDatabase analysisStereotactic treatmentTreatmentPatientsLungTherapyProstateLiverBrain
2018
Statistical Modeling for Clinical Cancer Research
Aneja S, Yu J. Statistical Modeling for Clinical Cancer Research. 2018 DOI: 10.1891/9781617052392.0012.Peer-Reviewed Original ResearchMachine Learning and High-Dimensional Data Analysis
Aneja S, Yu J. Machine Learning and High-Dimensional Data Analysis. 2018 DOI: 10.1891/9781617052392.0017.Peer-Reviewed Original Research
2017
Deep Neural Network to Predict Local Failure Following Stereotactic Body Radiation Therapy: Integrating Imaging and Clinical Data to Predict Outcomes
Aneja S, Shaham U, Kumar R, Pirakitikulr N, Nath S, Yu J, Carlson D, Decker R. Deep Neural Network to Predict Local Failure Following Stereotactic Body Radiation Therapy: Integrating Imaging and Clinical Data to Predict Outcomes. International Journal Of Radiation Oncology • Biology • Physics 2017, 99: s47. DOI: 10.1016/j.ijrobp.2017.06.120.Peer-Reviewed Original Research
2016
The Effect of Marital Status on Health-Related Quality of Life in Elderly Patients Undergoing Radiation Therapy
Aneja S, Yu J. The Effect of Marital Status on Health-Related Quality of Life in Elderly Patients Undergoing Radiation Therapy. International Journal Of Radiation Oncology • Biology • Physics 2016, 96: s161. DOI: 10.1016/j.ijrobp.2016.06.389.Peer-Reviewed Original Research
2015
Minimally Invasive Surgery and External Beam Radiation Therapy Selection for Prostate Cancer Varies Significantly by Health Insurance Status
Bledsoe T, Park H, Rutter C, Aneja S, Yu J. Minimally Invasive Surgery and External Beam Radiation Therapy Selection for Prostate Cancer Varies Significantly by Health Insurance Status. International Journal Of Radiation Oncology • Biology • Physics 2015, 93: e358-e359. DOI: 10.1016/j.ijrobp.2015.07.1461.Peer-Reviewed Original ResearchHistorical trends of radiotherapy use in prevalent malignancies over 38 years in SEER
Yeboa D, Aneja S, Montana G, Roberts K, Yu J. Historical trends of radiotherapy use in prevalent malignancies over 38 years in SEER. Journal Of Radiation Oncology 2015, 4: 11-17. DOI: 10.1007/s13566-015-0182-y.Peer-Reviewed Original ResearchIntensity-modulated radiation therapyProstate cancerRadiation therapyEnd Results (SEER) databaseAmerican Joint CommitteeBreast cancer treatmentUse of RTInitial therapyMethodsThe SurveillanceRT receiptNonmetastatic patientsResults databaseCommon malignancyTherapy utilizationColorectal cancerLung cancerPrevalent malignancyCancer sitesRadiotherapy useHigh incidenceMedical treatmentJoint CommitteeDisease sitesPersistent decreaseTherapy
2014
Historical Trends of Radiation Therapy Use in Prevalent Malignancies
Yeboa D, Roberts K, Aneja S, Yu J. Historical Trends of Radiation Therapy Use in Prevalent Malignancies. International Journal Of Radiation Oncology • Biology • Physics 2014, 90: s599-s600. DOI: 10.1016/j.ijrobp.2014.05.1796.Peer-Reviewed Original Research
2012
The Influence of Regional Health System Resources on Receipt of Postoperative Radiation Therapy for Glioblastoma Multiforme
Aneja S, Yu J. The Influence of Regional Health System Resources on Receipt of Postoperative Radiation Therapy for Glioblastoma Multiforme. International Journal Of Radiation Oncology • Biology • Physics 2012, 84: s265. DOI: 10.1016/j.ijrobp.2012.07.691.Peer-Reviewed Original ResearchA 35-year History of Radiation Therapy Utilization Across the United States
Aneja S, Roberts K, Wilson L, Haffty B, Montana G, Yu J. A 35-year History of Radiation Therapy Utilization Across the United States. International Journal Of Radiation Oncology • Biology • Physics 2012, 84: s546-s547. DOI: 10.1016/j.ijrobp.2012.07.1457.Peer-Reviewed Original ResearchThe Funding of Phase III Clinical Trials Examining Radiation Compared With That of Other Modalities
Lloyd S, Buscariollo D, Gross C, Makarov D, Yu J, Aneja S. The Funding of Phase III Clinical Trials Examining Radiation Compared With That of Other Modalities. International Journal Of Radiation Oncology • Biology • Physics 2012, 84: s44-s45. DOI: 10.1016/j.ijrobp.2012.07.326.Peer-Reviewed Original Research
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