Deconfounding age effects with fair representation learning when assessing dementia

Zining Zhu, Jekaterina Novikova, Frank Rudzicz

One of the most prevalent symptoms among the elderly population, dementia, can be detected by classifiers trained on linguistic features extracted from narrative transcripts. Howev…