Patient-specific three-dimensional dose distribution prediction via deep learning for prostate cancer therapy: Improvement with the structure loss
Yuhei Koike, Hideki Takegawa, Yusuke Anetai, Shingo Ohira, Satoaki Nakamura, Noboru Tanigawa
Topics & Concepts
Radiation treatment planningNuclear medicineProstate cancerDiceRadiation therapyHistogramDose-volume histogramProstateComputer scienceDeep learningSimilarity (geometry)MathematicsArtificial intelligenceMedicinePattern recognition (psychology)CancerRadiologyStatisticsImage (mathematics)Internal medicineAdvanced Radiotherapy TechniquesMedical Imaging Techniques and ApplicationsAdvanced X-ray and CT Imaging