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
2015
3D quantitative assessment of response to fractionated stereotactic radiotherapy and single-session stereotactic radiosurgery of vestibular schwannoma
Schneider T, Chapiro J, Lin M, Geschwind JF, Kleinberg L, Rigamonti D, Jusué-Torres I, Marciscano AE, Yousem DM. 3D quantitative assessment of response to fractionated stereotactic radiotherapy and single-session stereotactic radiosurgery of vestibular schwannoma. European Radiology 2015, 26: 849-857. PMID: 26139318, PMCID: PMC4698362, DOI: 10.1007/s00330-015-3895-9.Peer-Reviewed Original ResearchConceptsSingle-session stereotactic radiosurgeryTotal tumor volumeSignificant tumor shrinkageVestibular schwannomaTumor shrinkageStereotactic radiotherapyTumor volumeRadiation therapyStereotactic radiosurgeryT1-weighted contrast-enhanced MRISubsequent microsurgical resectionTumor-related symptomsSporadic vestibular schwannomaContrast-enhanced MRIFSRT groupRadiological progressionMicrosurgical resectionClinical outcomesSRS groupRetrospective analysisResponse assessmentPatientsVolumetric assessmentFSRTSchwannoma