Feasibility Analysis of Phenotype Quantification from Unstructured Clinical Interactions.
Comput Psychiatr
; 6(1): 1-7, 2022.
Article
em En
| MEDLINE
| ID: mdl-38774775
ABSTRACT
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.
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1
Coleções:
01-internacional
Base de dados:
MEDLINE
Idioma:
En
Ano de publicação:
2022
Tipo de documento:
Article