Showing 2 ideas for tag "-natural-language-processing"
(@visarb)

AoU Research Priorities Use Cases

Can measures of speech and language be pre-clinical predictors of neurological disease?

Complex brain networks are responsible for translating thoughts and ideas into sequences of movements that produce the sounds of speech. Any disturbance in these networks can lead to changes in how we speak and what we say. Evidence shows that subtle changes in speech are early harbingers of neurological disease. We propose to use the AoU platform to validate this hypothesis on a large scale and to develop AI tools for... more »

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(@mmatocha)

AoU Research Priorities Use Cases

Can the All of Us database lead to an evidence-based approach to symptom assessment and response to treatment?

Many outpatient visits are prompted by symptoms that cannot be tied to a disease-based explanation. The prescribed symptomatic therapy may be non-specific and ineffective, leading to repeat clinic visits. From the one million plus All of Us participants, can symptom-specific data be extracted with Natural Language Processing and analyzed in relation to clinical, demographic, environmental, and self-reported data, to achieve... more »

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