ICAM-Reg: Interpretable Classification and Regression With Feature Attribution for Mapping Neurological Phenotypes in Individual Scans

An important goal of medical imaging is to be able to precisely detect patterns of disease specific to individual scans; however, this is challenged in brain imaging by the degree of heterogeneity of shape and appearance. Traditional methods, based on image registration, historically fail to detect...

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Detalles Bibliográficos
Autores principales: Bass, Cher, da Silva, Mariana, Sudre, Carole, Williams, Logan Z. J., Sousa, Helena S., Tudosiu, Petru-Daniel, Alfaro-Almagro, Fidel, Fitzgibbon, Sean P., Glasser, Matthew F., Smith, Stephen M., Robinson, Emma C.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10315989/
https://www.ncbi.nlm.nih.gov/pubmed/36374873
http://dx.doi.org/10.1109/TMI.2022.3221890

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