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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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Dettagli Bibliografici
Pubblicato in:Brain Commun
Autori principali: Nakagawa, Tomonori, Ishida, Manabu, Naito, Junpei, Nagai, Atsushi, Yamaguchi, Shuhei, Onoda, Keiichi
Natura: Artigo
Lingua:Inglês
Pubblicazione: Oxford University Press 2020
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Accesso online: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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