Basics of Image Processing
portes grátis
Basics of Image Processing
The Facts and Challenges of Data Harmonization to Improve Radiomics Reproducibility
Bellvis-Bataller, Fuensanta; Alberich-Bayarri, Angel
Springer International Publishing AG
02/2024
166
Mole
Inglês
9783031484452
15 a 20 dias
Descrição não disponível.
Era of AI quantitative imaging.- Principles of image formation in the different modalities.- How to extract radiomic features from the image?.- Facts and needs to improve Radiomics reproductibility.- What is harmonization and how does it differ from standardization?.- Harmonization in the image domain.- Harmonization across MRI.- Harmonization in the features domain.- Selection of the optimal harmonization method(s) for the problem under study.- Conclusions.
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
Harmonization;Feature reproducibility;Radiomics;Medical Imaging;Imaging Biomarkers;Artificial Intelligence;AI;Data Mining;MRI
Era of AI quantitative imaging.- Principles of image formation in the different modalities.- How to extract radiomic features from the image?.- Facts and needs to improve Radiomics reproductibility.- What is harmonization and how does it differ from standardization?.- Harmonization in the image domain.- Harmonization across MRI.- Harmonization in the features domain.- Selection of the optimal harmonization method(s) for the problem under study.- Conclusions.
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
