2019
Predicting breast cancer risk using personal health data and machine learning models
Stark GF, Hart GR, Nartowt BJ, Deng J. Predicting breast cancer risk using personal health data and machine learning models. PLOS ONE 2019, 14: e0226765. PMID: 31881042, PMCID: PMC6934281, DOI: 10.1371/journal.pone.0226765.Peer-Reviewed Original ResearchConceptsBreast cancer riskBreast cancer risk predictionCancer riskCancer risk predictionGail modelBreast cancer risk prediction toolsCancer risk prediction toolsPositive breast cancer casesHormone replacement therapyRisk stratification toolRisk predictionRisk prediction toolsHealth dataBreast cancer casesPersonal health dataStratification toolReplacement therapyLeading causeBreast cancerCancer casesInvasive proceduresBCRATDeLong testLogistic regressionEarly breast cancer detection
2016
Radiation-induced heart disease in lung cancer radiotherapy
Ming X, Feng Y, Yang C, Wang W, Wang P, Deng J. Radiation-induced heart disease in lung cancer radiotherapy. Medicine 2016, 95: e5051. PMID: 27741117, PMCID: PMC5072944, DOI: 10.1097/md.0000000000005051.Peer-Reviewed Original ResearchConceptsRadiation-induced heart diseaseLung cancer radiotherapyLung cancer patientsPotential risk factorsCancer radiotherapyCancer patientsCardiac toxicityHeart diseaseRisk factorsRadiation treatmentLung cancer survivorsLate side effectsHistory of heartTypes of cancerCardiac complicationsCrude incidencePulmonary diseaseBetter prognosisLobar locationBenign diseaseCancer survivorsLung cancerTreatment modalitiesPatient prognosisBreast cancer
2003
Dose correlation for thoracic motion in radiation therapy of breast cancer
Ding M, Li J, Deng J, Fourkal E, Ma C. Dose correlation for thoracic motion in radiation therapy of breast cancer. Medical Physics 2003, 30: 2520-2529. PMID: 14528974, DOI: 10.1118/1.1603744.Peer-Reviewed Original ResearchMeSH KeywordsArtifactsBreast NeoplasmsHumansMammographyMotionMovementOnline SystemsPhantoms, ImagingRadiographic Image Interpretation, Computer-AssistedRadiography, ThoracicRadiometryRadiotherapy DosageRadiotherapy Planning, Computer-AssistedRadiotherapy, Computer-AssistedReproducibility of ResultsRespirationSensitivity and SpecificityStatistics as TopicThoraxTomography, X-Ray ComputedConceptsBreathing patternDose correlationBreast cancerChest wall motionChest wall movementPatient's breathing patternDose dataRadiation therapyThoracic motionRadiotherapy treatmentTreatment planningExpiration phaseDifferent breathing phasesFinal dose distributionCancerBreathing phasesPatient anatomyWall motionTreatmentDose distributionCT dataBreathing levelTherapyDosePatient geometryA comparative dosimetric study on tangential photon beams, intensity-modulated radiation therapy (IMRT) and modulated electron radiotherapy (MERT) for breast cancer treatment
Ma C, Ding M, Li JS, Lee MC, Pawlicki T, Deng J. A comparative dosimetric study on tangential photon beams, intensity-modulated radiation therapy (IMRT) and modulated electron radiotherapy (MERT) for breast cancer treatment. Physics In Medicine And Biology 2003, 48: 909-924. PMID: 12701895, DOI: 10.1088/0031-9155/48/7/308.Peer-Reviewed Original ResearchConceptsIntensity-modulated radiation therapyTangential photon beamsContralateral breastBreast cancerRadiation therapyTreatment planMaximum doseBreast cancer treatmentTreatment optimizationComparative dosimetric studyBreast treatment plansPhoton treatment plansPhoton beamsElectron radiotherapySuperficial targetsMultiple beam anglesLungMedium dosesDose conformityTangential beamsNormal tissuesCancer treatmentMERT plansIMRT plansMV photon beam
2001
Comparison of dosimetric effects of organ motion between modulated electron radiation therapy and conventional photon beams for breast cancer
Jolly J, Ding M, Deng J, Pawlicki T, Chu J, Ma C. Comparison of dosimetric effects of organ motion between modulated electron radiation therapy and conventional photon beams for breast cancer. International Journal Of Radiation Oncology • Biology • Physics 2001, 51: 387. DOI: 10.1016/s0360-3016(01)02537-8.Peer-Reviewed Original Research
2000
Modulated Electron Beams for Treatment of Breast Cancer
Ma C, Pawlicki T, Lee M, Jiang S, Li J, Deng J, Yi B, Mok E, Boyer A. Modulated Electron Beams for Treatment of Breast Cancer. 2000, 173-175. DOI: 10.1007/978-3-642-59758-9_64.Peer-Reviewed Original ResearchContralateral breastBreast cancer treatmentChest wall treatmentSuch conventional treatmentHigh-dose volumeTangential photon fieldsTumor locationBreast cancerSecondary cancersEffective modalityRadiation therapyLow doseConventional treatmentNormal tissuesCancer treatmentPatient sizeMajor causeLungDoseTreatmentNormal structureCancerBreastHeartScatter dose