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Multi-stage Diagnosis of Alzheimer's Disease with Incomplete Multimodal Data via Multi-task Deep Learning

Utilization of biomedical data from multiple modalities improves the diagnostic accuracy of neurodegenerative diseases. However, multi-modality data are often incomplete because not all data can be collected for every individual. When using such incomplete data for diagnosis, current approaches for...

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Bibliografiska uppgifter
I publikationen:Deep Learn Med Image Anal Multimodal Learn Clin Decis Support (2017)
Huvudupphovsmän: Thung, Kim-Han, Yap, Pew-Thian, Shen, Dinggang
Materialtyp: Artigo
Språk:Inglês
Publicerad: 2017
Ämnen:
Länkar:https://ncbi.nlm.nih.gov/pmc/articles/PMC5666687/
https://ncbi.nlm.nih.gov/pubmed/29104963
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-319-67558-9_19
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