Multilingual prediction of Alzheimer's disease through domain adaptation and concept-based language modelling

no code implementations • NAACL 2019 • Kathleen C. Fraser, Nicklas Linz, Bai Li, Kristina Lundholm Fors, Frank Rudzicz, Alex K{\"o}nig, ra, Alex, Jan ersson, Philippe Robert, Dimitrios Kokkinakis

There is growing evidence that changes in speech and language may be early markers of dementia, but much of the previous NLP work in this area has been limited by the size of the available datasets.

Domain Adaptation Language Modelling

Temporal Analysis of the Semantic Verbal Fluency Task in Persons with Subjective and Mild Cognitive Impairment

no code implementations • WS 2019 • Nicklas Linz, Kristina Lundholm Fors, Hali Lindsay, Marie Eckerstr{\"o}m, Alex, Jan ersson, Dimitrios Kokkinakis

Persons with subjective cognitive impairment had a higher word count during the last intervals, but produced words of the same lexical frequencies.

A Swedish Cookie-Theft Corpus

no code implementations • LREC 2018 • Dimitrios Kokkinakis, Kristina Lundholm Fors, Kathleen Fraser, Arto Nordlund

An analysis of eye-movements during reading for the detection of mild cognitive impairment

no code implementations • EMNLP 2017 • Kathleen C. Fraser, Kristina Lundholm Fors, Dimitrios Kokkinakis, Arto Nordlund

We present a machine learning analysis of eye-tracking data for the detection of mild cognitive impairment, a decline in cognitive abilities that is associated with an increased risk of developing dementia.

BIG-bench Machine Learning

Data Collection from Persons with Mild Forms of Cognitive Impairment and Healthy Controls - Infrastructure for Classification and Prediction of Dementia

no code implementations • WS 2017 • Dimitrios Kokkinakis, Kristina Lundholm Fors, Eva Bj{\"o}rkner, Arto Nordlund

General Classification

Data Resource Acquisition from People at Various Stages of Cognitive Decline -- Design and Exploration Considerations

no code implementations • WS 2016 • Dimitrios Kokkinakis, Kristina Lundholm Fors, Arto Nordlund