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Multi-task Dictionary Learning based on Convolutional Neural Networks for Longitudinal Clinical Score Predictions in Alzheimer’s Disease

Computer-aided diagnosis (CAD) systems for medical images are seen as effective tools to improve the efficiency of diagnosis and prognosis of Alzheimers disease (AD). The current state-of-the-art models for many images analyzing tasks are based on Convolutional Neural Networks (CNN). However, the la...

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Bibliografske podrobnosti
izdano v:Hum Brain Artif Intell (2019)
Main Authors: Dong, Qunxi, Zhang, Jie, Li, Qingyang, Thompson, Pau M., Caselli, Richard J., Ye, Jieping, Wang, Yalin
Format: Artigo
Jezik:Inglês
Izdano: 2019
Teme:
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC8075273/
https://ncbi.nlm.nih.gov/pubmed/33907742
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-981-15-1398-5_2
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