Featured Publications
Artificial Intelligence in Breast Cancer Screening
Potnis K, Ross J, Aneja S, Gross C, Richman I. Artificial Intelligence in Breast Cancer Screening. JAMA Internal Medicine 2022, 182: 1306-1312. PMID: 36342705, PMCID: PMC10623674, DOI: 10.1001/jamainternmed.2022.4969.Peer-Reviewed Original ResearchPerspectives of Patients About Artificial Intelligence in Health Care
Khullar D, Casalino LP, Qian Y, Lu Y, Krumholz HM, Aneja S. Perspectives of Patients About Artificial Intelligence in Health Care. JAMA Network Open 2022, 5: e2210309. PMID: 35507346, PMCID: PMC9069257, DOI: 10.1001/jamanetworkopen.2022.10309.Peer-Reviewed Original ResearchPublic vs physician views of liability for artificial intelligence in health care
Khullar D, Casalino LP, Qian Y, Lu Y, Chang E, Aneja S. Public vs physician views of liability for artificial intelligence in health care. Journal Of The American Medical Informatics Association 2021, 28: 1574-1577. PMID: 33871009, PMCID: PMC8279784, DOI: 10.1093/jamia/ocab055.Peer-Reviewed Original Research
2024
A large open access dataset of brain metastasis 3D segmentations on MRI with clinical and imaging information
Ramakrishnan D, Jekel L, Chadha S, Janas A, Moy H, Maleki N, Sala M, Kaur M, Petersen G, Merkaj S, von Reppert M, Baid U, Bakas S, Kirsch C, Davis M, Bousabarah K, Holler W, Lin M, Westerhoff M, Aneja S, Memon F, Aboian M. A large open access dataset of brain metastasis 3D segmentations on MRI with clinical and imaging information. Scientific Data 2024, 11: 254. PMID: 38424079, PMCID: PMC10904366, DOI: 10.1038/s41597-024-03021-9.Peer-Reviewed Original ResearchMeSH KeywordsArtificial IntelligenceBrain NeoplasmsCranial IrradiationHumansMagnetic Resonance ImagingRadiosurgeryConceptsWhole-brain radiotherapyStereotactic radiosurgeryT1 post-contrastBrain metastasesPost-contrastSide effectsImage informationArtificial intelligenceAssociated with cognitive side effectsContrast-enhancing lesionsQuality of datasetsCognitive side effectsFLAIR MR imagesValidation of AI modelsBrain radiotherapyLimitations of algorithmsStandard treatmentAI modelsMR imagingAI networksContrast enhancementClinical settingSegmentation workflowDatasetClinical adoption
2023
Using 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 wordsBladder Cancer Radiation Oncology of the Future: Prognostic Modelling, Radiomics, and Treatment Planning With Artificial Intelligence
Moore N, McWilliam A, Aneja S. Bladder Cancer Radiation Oncology of the Future: Prognostic Modelling, Radiomics, and Treatment Planning With Artificial Intelligence. Seminars In Radiation Oncology 2023, 33: 70-75. PMID: 36517196, DOI: 10.1016/j.semradonc.2022.10.009.Peer-Reviewed Original ResearchMeSH KeywordsArtificial IntelligenceHumansPrognosisRadiation OncologyReproducibility of ResultsUrinary Bladder NeoplasmsConceptsArtificial intelligenceMachine learningReliability of algorithmAccurate predictive modelsEfficient creationIntelligenceBladder cancer patientsRadiation oncology patientsAlgorithmPrognostic modellingRoutine clinical useClinical outcomesOncology patientsClinical recordsCancer patientsBladder cancerPredictive modelTreatment planClinical useMultiple treatment plansClinical implementationNext stepRadiation oncologyTreatment planningInterpretability
2021
Opportunities for integration of artificial intelligence into stereotactic radiosurgery practice
Kotecha R, Aneja S. Opportunities for integration of artificial intelligence into stereotactic radiosurgery practice. Neuro-Oncology 2021, 23: 1629-1630. PMID: 34244803, PMCID: PMC8485447, DOI: 10.1093/neuonc/noab169.Peer-Reviewed Original Research
2019
Applications of artificial intelligence in neuro-oncology.
Aneja S, Chang E, Omuro A. Applications of artificial intelligence in neuro-oncology. Current Opinion In Neurology 2019, 32: 850-856. PMID: 31609739, DOI: 10.1097/wco.0000000000000761.Peer-Reviewed Original ResearchMeSH KeywordsArtificial IntelligenceBiomarkers, TumorBrain NeoplasmsGenomicsHumansMedical OncologyNeuroimagingNeurologyConceptsArtificial intelligenceArtificial intelligence algorithmsNatural language processingAmount of dataIntelligence algorithmsLanguage processingIntelligenceNeuro-oncologyImage analysisApplicationsAlgorithmRisk stratificationFuture innovationsTreatment responseBrain tumorsClinical practiceClassificationRecent applicationsProcessingSignificant promiseChallengesDetectionArtificial 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 ResearchArtificial IntelligenceDecision MakingHumansMachine LearningMedical OncologyNeoplasmsNeural Networks, Computer
2018
Artificial Intelligence in Radiation Oncology Imaging
Thompson RF, Valdes G, Fuller CD, Carpenter CM, Morin O, Aneja S, Lindsay WD, Aerts HJWL, Agrimson B, Deville C, Rosenthal SA, Yu JB, Thomas CR. Artificial Intelligence in Radiation Oncology Imaging. International Journal Of Radiation Oncology • Biology • Physics 2018, 102: 1159-1161. PMID: 30353870, DOI: 10.1016/j.ijrobp.2018.05.070.Peer-Reviewed Original ResearchArtificial intelligence in radiation oncology: A specialty-wide disruptive transformation?
Thompson RF, Valdes G, Fuller CD, Carpenter CM, Morin O, Aneja S, Lindsay WD, Aerts HJWL, Agrimson B, Deville C, Rosenthal SA, Yu JB, Thomas CR. Artificial intelligence in radiation oncology: A specialty-wide disruptive transformation? Radiotherapy And Oncology 2018, 129: 421-426. PMID: 29907338, PMCID: PMC9620952, DOI: 10.1016/j.radonc.2018.05.030.Peer-Reviewed Original ResearchConceptsArtificial intelligenceFuture of AIRole of AIImpact of AIAutonomous transportationMedical imagesFacial recognitionIntelligenceDisruptive transformationIndustrial revolutionCurrent stateKey topicsInterventional natureImagesLarge spectrumRecognitionTechnologyComplex interpretationProcessingDisruptive forcesDiagnostic radiologyHealthcareThe Future of Artificial Intelligence in Radiation Oncology
Thompson RF, Valdes G, Fuller CD, Carpenter CM, Morin O, Aneja S, Lindsay WD, Aerts HJWL, Agrimson B, Deville C, Rosenthal SA, Yu JB, Thomas CR. The Future of Artificial Intelligence in Radiation Oncology. International Journal Of Radiation Oncology • Biology • Physics 2018, 102: 247-248. PMID: 30191856, DOI: 10.1016/j.ijrobp.2018.05.072.Peer-Reviewed Original Research