DeepN4: Learning N4ITK Bias Field Correction for T1-weighted Images

T1-weighted (T1w) MRI has low frequency intensity artifacts due to magnetic field inhomogeneities. Removal of these biases in T1w MRI images is a critical preprocessing step to ensure spatially consistent image interpretation. N4ITK bias field correction, the current state-of-the-art, is implemented...

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Detalles Bibliográficos
Autores principales: Kanakaraj, Praitayini, Yao, Tianyuan, Cai, Leon Y., Lee, Ho Hin, Newlin, Nancy R., Kim, Michael E., Gao, Chenyu, Pechman, Kimberly R., Archer, Derek, Hohman, Timothy, Jefferson, Angela, Beason-Held, Lori L., Resnick, Susan M., Garyfallidis, Eleftherios, Anderson, Adam, Schilling, Kurt G., Landman, Bennett A., Moyer, Daniel
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Journal Experts 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10680935/
https://www.ncbi.nlm.nih.gov/pubmed/38014176
http://dx.doi.org/10.21203/rs.3.rs-3585882/v1

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