Houjun Liu

Lindsay 2021

# ntj

DOI: 10.3389/fnagi.2021.642033


Proposed cross-linguistic markers shared for AD patients between English and French; evaluated features found with standard ML.


Multi-lingual, cross-linguistic analysis.

Notable Methods

  • Looked at common patters between the two languages
  • Linguistic results scored by IUs on CTP task

Key Figs

Figure 1

This figure tells us the various approaches measured.

Table 2

Here’s a list of semantic features extracted

Table 3

Here’s a list of NLP features extracted. Bolded items represent P <0.001 correlation for AD/NonAD difference between English and French.

Same thing but semantic features

same thing but acoustic features. As we can see, acoustic features didn’t do much.

New Concepts