DOI: 10.3389/fcomp.2021.642517
One-Liner
Used WLS data to augment CTP from ADReSS Challenge and trained it on a BERT with good results.
Novelty
- Used WLS data with CTP task to augment ADReSS DementiaBank data
Notable Methods
WLS data is not labeled, so authors used Semantic Verbal Fluency tests that come with WLS to make a presumed conservative diagnoses. Therefore, control data is more interesting:
Key Figs
Table 2
Data-aug of ADReSS Challenge data with WSL controls (no presumed AD) trained with a BERT. As expected the conservative control data results in better ferf
New Concepts
- ADReSS Challenge is small so use WLS to augment it