Synthetic pulmonary perfusion images from 4DCT for functional avoidance using deep learning
Evan Porter, Nicholas Myziuk, Thomas J. Quinn, Daniela Lozano, Avery Peterson, Duyen M Quach, Z.A. Siddiqui, Thomas Guerrero
Abstract
Synthetic pulmonary perfusion images from 4DCT for functional avoidance using deep learning, Porter, Evan M, Myziuk, Nicholas K, Quinn, Thomas J, Lozano, Daniela, Peterson, Avery B, Quach, Duyen M, Siddiqui, Zaid A, Guerrero, Thomas M
Topics & Concepts
PerfusionVoxelNuclear medicineGround truthArtificial intelligencePercentileCorrelationDeep learningSegmentationTest setPerfusion scanningMedicineComputer scienceSørensen–Dice coefficientMathematicsPattern recognition (psychology)RadiologyStatisticsImage segmentationGeometryAdvanced Radiotherapy TechniquesLung Cancer Diagnosis and TreatmentMedical Imaging Techniques and Applications