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Prediction of conversion to Alzheimer’s disease using deep survival analysis of MRI images

The prediction of the conversion of healthy individuals and those with mild cognitive impairment to the status of active Alzheimer’s disease is a challenging task. Recently, a survival analysis based upon deep learning was developed to enable predictions regarding the timing of an event in a dataset...

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Библиографические подробности
Опубликовано в: :Brain Commun
Главные авторы: Nakagawa, Tomonori, Ishida, Manabu, Naito, Junpei, Nagai, Atsushi, Yamaguchi, Shuhei, Onoda, Keiichi
Формат: Artigo
Язык:Inglês
Опубликовано: Oxford University Press 2020
Предметы:
Online-ссылка:https://ncbi.nlm.nih.gov/pmc/articles/PMC7425528/
https://ncbi.nlm.nih.gov/pubmed/32954307
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/braincomms/fcaa057
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