Children Are Not Small Adults: Addressing Limited Generalizability of an Adult Deep Learning CT Organ Segmentation Model to the Pediatric Population
Devina Chatterjee, Adway Kanhere, Florence X. Doo, Jerry Zhao, Andrew Chan, Alexander Welsh, Pranav Kulkarni, Annie Trang, Vishwa S. Parekh, Paul H. Yi
Topics & Concepts
Generalizability theorySegmentationArtificial intelligenceDeep learningPopulationMedicineComputer sciencePsychologyDevelopmental psychologyEnvironmental healthAdvanced X-ray and CT ImagingRadiation Dose and ImagingRadiomics and Machine Learning in Medical Imaging