2025
Overall Survival Prediction of Brain Tumor Patients with Multimodal MRI using Swin Unetr
Kim G, Xing F, Kong H, Santarnecchi E, Shih H, Bortfeld T, Fakhri G, Liu X, Choi J, Woo J. Overall Survival Prediction of Brain Tumor Patients with Multimodal MRI using Swin Unetr. 2025, 00: 1-5. DOI: 10.1109/isbi60581.2025.10981128.Peer-Reviewed Original ResearchMultimodal magnetic resonance imagingBrain tumor patientsGlioblastoma patient survivalPersonalized treatment plansSurvival prediction performanceMultimodal MRIOverall survival predictionMagnetic resonance imagingHand-crafted featuresState-of-the-artMulti-scale featuresMulti-task frameworkPatient survivalClinical prognosisTumor patientsGlioblastoma patientsSuperior segmentation accuracyTreatment planningResonance imagingSurvival prediction taskPredictive performanceSurvival predictionPrediction taskBraTS datasetSurvivalComputational Nuclear Oncology Toward Precision Radiopharmaceutical Therapies: Current Tools, Techniques, and Uncharted Territories
Yusufaly T, Roncali E, Brosch-Lenz J, Uribe C, Jha A, Currie G, Dutta J, El-Fakhri G, McMeekin H, Pandit-Taskar N, Schwartz J, Shi K, Strigari L, Zaidi H, Saboury B, Rahmim A. Computational Nuclear Oncology Toward Precision Radiopharmaceutical Therapies: Current Tools, Techniques, and Uncharted Territories. Journal Of Nuclear Medicine 2025, 66: 509-515. PMID: 39947910, PMCID: PMC11960611, DOI: 10.2967/jnumed.124.267927.Peer-Reviewed Original ResearchRadiopharmaceutical therapyImage-based dosimetryPrediction of doseInternal dosimetryPersonalized treatment plansMetastatic diseaseDosimetryNuclear oncologyClinical outcomesNuclear medicineClinical endpointsTreatment planningOncology communityDose responseEtiological mechanismsTargeted deliveryRadiobiologyRadiotherapyMalignancyRadiationLong-termTherapyPharmacotherapyDoseRadiopharmacokinetics
2016
A novel approach to assess the treatment response using Gaussian random field in PET
Wang M, Guo N, Hu G, El Fakhri G, Zhang H, Li Q. A novel approach to assess the treatment response using Gaussian random field in PET. Medical Physics 2016, 43: 833-842. PMID: 26843244, PMCID: PMC4714995, DOI: 10.1118/1.4939879.Peer-Reviewed Original ResearchConceptsTherapy response assessmentStandardized uptake valuePositron emission tomographyEarly treatment responseResponse assessmentPositron emission tomography imagingTreatment responseTherapy responsePrediction of early treatment responseTreatment planningResponse to anticancer therapyTherapy response evaluationTumor-to-background contrastPost-therapy imagingClinical practiceEvaluate therapy responseReceiver operating characteristic curveDevelopment of personalized treatment plansEvaluate therapy effectsPersonalized treatment plansUptake valuePretherapy imagingClinical oncologyPatient managementAnticancer therapy
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