DOI: 10.3389/fnagi.2021.642033
One-Liner
Proposed cross-linguistic markers shared for AD patients between English and French; evaluated features found with standard ML.
Novelty
Multi-lingual, cross-linguistic analysis.
Notable Methods
Key Figs
Figure 1
![](/ox-hugo/2022-06-24_23-26-39_screenshot.png)
This figure tells us the various approaches measured.
Table 2
![](/ox-hugo/2022-06-24_23-31-43_screenshot.png)
Here’s a list of semantic features extracted
Table 3
![](/ox-hugo/2022-06-24_23-32-18_screenshot.png)
Here’s a list of NLP features extracted. Bolded items represent P <0.001 correlation for AD/NonAD difference between English and French.
![](/ox-hugo/2022-06-24_23-33-26_screenshot.png)
Same thing but semantic features
![](/ox-hugo/2022-06-24_23-33-35_screenshot.png)
same thing but acoustic features. As we can see, acoustic features didn’t do much.