Conference paper
Analyzing progression of motor and speech impairment in ALS
Carla Agurto, Mary Pietrowicz, et al.
EMBC 2019
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, Mary Pietrowicz, et al.
EMBC 2019
Cassandra M.J. Wannan, Barnaby Nelson, et al.
Schizophrenia Bulletin
Gong Su, Stephen Heisig
Int. J. Parallel Program
Bo Wen, Yan Koyfman, et al.
Middleware/WOC 2022