Stuart H. Email and Phone Number

• Worked full-time in the Oregon Clinical and Translational Research Institute in conjunction with the Knight Cancer Institute. • Led development of NLP pipelines for extracting data from EHR.• Conducted research into the application of LLMs to NLP problems with EHR.• Developed metrics to characterize cancer drug targetability.• Developed a graph neural network (GNN) for drug discovery.• Involved in data governance through participation in data curation and data standards working groups.• Participated in implementation of OMOP CDM for organizing internal data.• Wrote publications and internal documents presenting results of work done.• Presented results of work done to internal stakeholders.

• Worked in the Consortium for Technology on Proactive Care to wrap up outstanding research projects from PhD studies. • Developed algorithms (and performed statistical analyses) for (1) estimating cognitive performance using computer gameplay, (2) analysis of human walking gait, and (3) analysis of fine motor movements. Verified performances using statistical analyses.

• PhD student in the Dept. of Biomedical Engineering researching technologies for the support of aging in place.• Developed algorithms (1) estimating cognitive performance using computer gameplay, (2) estimating cognitive performance using computer mouse movements, and (3) estimating human movement paths using accelerometers and gyroscopes. Verified performances using statistical analyses.• Wrote publications presenting results of work done.• Presented results of work to internal stakeholders, seminars, and academic conferences.

• Worked in the Dept. of Biomedical Engineering researching technologies for the support of aging in place.• Conducted laboratory experiments investigating (1) human walking gait and (2) human computer interactions and carried out the statistical analyses of the resulting data. Performed statistical analyses on the resulting data.• Developed algorithms for (1) estimating walking speed in the home using motion sensors, (2) estimating cognitive performance using computer mouse movements, and (3) quantifying exercise performance using motion capture. Verified performances using statistical analyses.• Developed software for (1) a laboratory audio and visual recording system, and (2) a laboratory demo.