Voxel‐wise supervised analysis of tumors with multimodal engineered features to highlight interpretable biological patterns

BACKGROUND: Translation of predictive and prognostic image‐based learning models to clinical applications is challenging due in part to their lack of interpretability. Some deep‐learning‐based methods provide information about the regions driving the model output. Yet, due to the high‐level abstract...

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Detalles Bibliográficos
Autores principales: Escobar, Thibault, Vauclin, Sébastien, Orlhac, Fanny, Nioche, Christophe, Pineau, Pascal, Champion, Laurence, Brisse, Hervé, Buvat, Irène
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2022
Materias:
QUANTITATIVE IMAGING AND IMAGE PROCESSING
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9325536/
https://www.ncbi.nlm.nih.gov/pubmed/35302238
http://dx.doi.org/10.1002/mp.15603

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9325536/
https://www.ncbi.nlm.nih.gov/pubmed/35302238
http://dx.doi.org/10.1002/mp.15603

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