Towards lower-dose PET using physics-based uncertainty-aware multimodal learning with robustness to out-of-distribution data
Viswanath P. Sudarshan, Uddeshya Upadhyay, Gary F. Egan, Zhaolin Chen, Suyash P. Awate
Topics & Concepts
Robustness (evolution)Positron emission tomographyArtificial intelligenceImage qualityComputer scienceVoxelImage registrationArtificial neural networkDeep learningMedical imagingPattern recognition (psychology)Computer visionNuclear medicineImage (mathematics)MedicineGeneBiochemistryChemistryMedical Imaging Techniques and ApplicationsRadiomics and Machine Learning in Medical ImagingRadiation Detection and Scintillator Technologies