Conference paper
Predictive Linguistic Markers of Suicidality in Poets
Carla Agurto, Pat Pataranutaporn, et al.
ICSC 2018
We conducted a feasibility analysis to determine the quality of data that could be collected ambiently during routine clinical conversations. We used inexpensive, consumer-grade hardware to record unstructured dialogue and open-source software tools to quantify and model face, voice (acoustic and language) and movement features. We used an external validation set to perform proof-of-concept predictive analyses and show that clinically relevant measures can be produced without a restrictive protocol.
Carla Agurto, Pat Pataranutaporn, et al.
ICSC 2018
Solveig K. Sieberts, Jennifer Schaff, et al.
npj Digital Medicine
Vince S. Siu, Italo Buleje, et al.
ICDH 2024
Carla Agurto, Mary Pietrowicz, et al.
EMBC 2019