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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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Podrobná bibliografie
Vydáno v:Brain Commun
Hlavní autoři: Nakagawa, Tomonori, Ishida, Manabu, Naito, Junpei, Nagai, Atsushi, Yamaguchi, Shuhei, Onoda, Keiichi
Médium: Artigo
Jazyk:Inglês
Vydáno: Oxford University Press 2020
Témata:
On-line přístup: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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