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Predicting rate of cognitive decline at baseline using a deep neural network with multidata analysis
Purpose: Our study investigates whether a machine-learning-based system can predict the rate of cognitive decline in mildly cognitively impaired patients by processing only the clinical and imaging data collected at the initial visit. Approach: We built a predictive model based on a supervised hybri...
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| Yayımlandı: | J Med Imaging (Bellingham) |
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| Asıl Yazarlar: | , , , , , |
| Materyal Türü: | Artigo |
| Dil: | Inglês |
| Baskı/Yayın Bilgisi: |
Society of Photo-Optical Instrumentation Engineers
2020
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| Konular: | |
| Online Erişim: | https://ncbi.nlm.nih.gov/pmc/articles/PMC7419712/ https://ncbi.nlm.nih.gov/pubmed/32832577 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1117/1.JMI.7.4.044501 |
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