# Digital Phenotyping **Entity class:** Concept or analytic term **Domain:** Behavioral Health / Mobile Sensing **Doc Type:** Scientific Concept Node **Maturity:** Active Research and Clinical Translation **Related:** [[Ecological Momentary Assessment]], [[Multimodal Neural Data]], [[Mental Privacy]] --- ## Definition **Digital phenotyping** uses data from personal devices and sensors—such as mobility, interaction patterns, communication metadata, sleep proxies, and environmental context—to characterize behavior or health over time. ## Evidentiary boundary Digital phenotype variables are indirect measurements shaped by device access, culture, context, missingness, sampling, and platform behavior. They may complement neural and clinical records but must not be treated as transparent measurements of identity or mental state. ## Neurotech cluster route **Collection:** [[collections/Neurotech|Neurotech]] **Source articles:** [[articles/The Architecture of Continuity and Emerging Neuroinformatics Standards|The Architecture of Continuity and Emerging Neuroinformatics Standards]] ## Relationships [[wiki/Digital Phenotyping|Digital Phenotyping]] is related to [[collections/Neurotech|Neurotech]] through [[articles/The Architecture of Continuity and Emerging Neuroinformatics Standards|The Architecture of Continuity and Emerging Neuroinformatics Standards]]. <!-- BEGIN HUMANIZED RELATIONSHIPS 2026-09-11 --> This entry's documented connections are expressed in its definition and related-work routes, with provenance retained in the source-linked material. <!-- END HUMANIZED RELATIONSHIPS 2026-09-11 --> ## Related Work in the Corpus <!-- BEGIN HUMANIZED CORPUS ROUTES 2026-09-11 --> - In [[articles/The Architecture of Continuity and Emerging Neuroinformatics Standards|The Architecture of Continuity and Emerging Neuroinformatics Standards]], ****2\. Neuroinformatics Data Structures and File Formats**** provides the narrative context for **Digital Phenotyping**: Concept route: BIDS · BIDS-EEG · NWB · FHIR ImagingStudy · Zarr · OME-Zarr · SpatialData · multiscale image pyramids · digital phenotyping · ecological momentary assessment · neural data provenance. <!-- END HUMANIZED CORPUS ROUTES 2026-09-11 --> ## Simple Reminders, Quotations, and Thoughts > "What's changing as computers become embedded invisibly everywhere is that we all now leave a digital trail that can be analysed by AI systems." > **— Ross Anderson**, *2015, Edge annual question “What Do You Think About Machines That Think?”* [[reminders/Information/Embedded Computers Leave Trails for AI to Analyze by Ross Anderson|Embedded Computers Leave Trails for AI to Analyze by Ross Anderson]]