REDUCE
At the center of the AI-4-AI Lab is the REDUCE project which captures video and audio recordings and satisfaction scores of patients and providers during their clinical visit to gain an inside look into the clinic, improve the quality of their interactions, and reduce provider documentation workload. REDUCE is our overarching project that supports our current research. Data collected from REDUCE can be found in our data repository called Observer.
Learn more here: Observer Dashboard
Timeline
Undertaking a thorough qualitative analysis to identify potential computational insight from the clinical video and audio recordings.
Developing methods to detect signs of cognitive impairment in patient-provider interactions using the recorded data.
Developing methods to detect and assess the frequency of patient signs and symptoms.
Assessing the accuracy and usefulness of REDUCE algorithms generated in previous years.
Testing REDUCE algorithms in clinical workflows with integration into the EHR as appropriate.