Transforming Digital Phenotyping Raw Data Into Actionable Biomarkers, Quality Metrics, and Data Visualizations Using Cortex Software Package: Tutorial.

doi:10.2196/58502

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Article

Transforming Digital Phenotyping Raw Data Into Actionable Biomarkers, Quality Metrics, and Data Visualizations Using Cortex Software Package: Tutorial.

Journal of medical Internet research - 23 Aug 2024

Burns James, Chen Kelly, Flathers Matthew, Currey Danielle, Macrynikola Natalia, Vaidyam Aditya, Langholm Carsten, Barnett Ian, Byun Andrew Jin Soo, Lane Erlend, Torous John

Abstract excerpt

As digital phenotyping, the capture of active and passive data from consumer devices such as smartphones, becomes more common, the need to properly process the data and derive replicable features from it has become paramount. Cortex is an open-source data processing pipeline for digital phenotyping data, optimized for use with the mindLAMP apps, which is used by nearly 100 research teams across the world. Cortex...

Topics

Phenotype
Humans
Software
Biomarkers
Data Visualization

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Identifiers

PMID: 39178032
DOI: 10.2196/58502
PMCID: PMC11380059

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