A mobile health system pairing wearable sensing and machine learning with just-in-time adaptive interventions, targeting emotional dysregulation and other transdiagnostic mechanisms in the moment.
Research on student well-being at campus scale, conducted with WILLO, UC San Diego's campus-wide platform, toward support that reaches an entire student population rather than only those who seek it.
Social signal processing for hidden bias in primary care: automated analysis of patient-provider communication, and feedback designed together with patients and doctors.
Foundational XR research at HXI: interaction techniques for headsets and spatial displays, and immersive environments used as controlled settings for studying behavior.
A multimodal sensing approach to acute stroke assessment: body posture, facial droop, pupil tracking, and speech are combined into a per-patient signature of stroke-related deficits.
Multimodal data capture for real-world studies: synchronised sensor streams, with real-time and near-time analysis through an extensible plugin interface.