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. 2017 Aug 18;6:1512. [Version 1] doi: 10.12688/f1000research.12353.1

Figure 4. Experimental results for decentralized neural network using the Fagerström Test for Nicotine Dependence dataset addition functional MRI dataset ( Lewis et al., 2017).

Figure 4.

In this experiment, we simulated an addiction dataset with two sites. The centralized classifier (red) and decentralized neural network classifier (yellow) perform similarly, and local sites classifiers (green and aquamarine) perform poorly.