2022
Predicting Stereotactic Radiosurgery Dose Maps from Pre-Therapy MR Images using a Deep Neural Network
Pandey S, Kutuk T, Mills M, Abdalah M, Stringfield O, Latifi K, Robinson T, Moreno W, Ahmed K, Raghunand N. Predicting Stereotactic Radiosurgery Dose Maps from Pre-Therapy MR Images using a Deep Neural Network. Proceedings Of The International Society For Magnetic Resonance In Medicine ... Scientific Meeting And Exhibition. 2022 DOI: 10.58530/2022/4966.Peer-Reviewed Original ResearchDose mapsStereotactic radiosurgeryPre-RTMR imagingRadiation treatmentAsymptomatic brain metastasesMR images of patientsImages of patientsDoses of radiation treatmentVoxel intensitiesTumor controlBrain metastasesTumor responsePre-therapyTumorHealthy brainBrainRadiosurgeryMetastasizingMetastasisPatientsBreastDose
2021
Utilizing Radiation Dose Maps to Predict Local Failure Following Stereotactic Radiation of Brain Metastases
Kutuk T, Pandey S, Mills M, Abdalah M, Stringfield O, Latifi K, Robinson T, Ahmed K, Raghunand N. Utilizing Radiation Dose Maps to Predict Local Failure Following Stereotactic Radiation of Brain Metastases. International Journal Of Radiation Oncology • Biology • Physics 2021, 111: e570-e571. DOI: 10.1016/j.ijrobp.2021.07.1540.Peer-Reviewed Original Research