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Longitudinal Pooling & Consistency Regularization to Model Disease Progression from MRIs

Many neurological diseases are characterized by gradual deterioration of brain structure and function. Large longitudinal MRI datasets have revealed such deterioration, in part, by applying machine and deep learning to predict diagnosis. A popular approach is to apply Convolutional Neural Networks (...

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Dades bibliogràfiques
Publicat a:IEEE J Biomed Health Inform
Autors principals: Ouyang, Jiahong, Zhao, Qingyu, Sullivan, Edith V., Pfefferbaum, Adolf, Tapert, Susan F., Adeli, Ehsan, Pohl, Kilian M.
Format: Artigo
Idioma:Inglês
Publicat: 2021
Matèries:
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC8221531/
https://ncbi.nlm.nih.gov/pubmed/33270567
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/JBHI.2020.3042447
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