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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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書目詳細資料
發表在:Brain Commun
Main Authors: Nakagawa, Tomonori, Ishida, Manabu, Naito, Junpei, Nagai, Atsushi, Yamaguchi, Shuhei, Onoda, Keiichi
格式: Artigo
語言:Inglês
出版: Oxford University Press 2020
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在線閱讀: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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