{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-12002587","patent":{"patent_number":"US-12002587","title":"Proxy model using mobile device data to provide health indicators","assignee":null,"inventors":[],"filing_date":"2018-01-25T00:00:00.000Z","publication_date":"2024-06-04T00:00:00.000Z","cpc_codes":["G16H","G06N","G06N","G06N","G06N","G16H","G16H","G16H"],"num_claims":20,"abstract":"Systems and methods are provided for determining a health indicator, such as a life expectancy, of a target person using a proxy model comprising an artificial neural network, in lieu of more complex, costly, and/or invasive health assessment processes. The artificial neural network may be constructed from labeled training data comprising a plurality of activity data training sets, each set including personal activity metrics associated with activities performed by a respective training person as derived from sensor data obtained via one or more mobile electronic devices (e.g., a smartphone or a wearable device) of the respective training person. The trained artificial neural network may then obtain and process an activity data set associated with the target person to determine a health indicator of the target person."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Proxy model using mobile device data to provide health indicators","description":"Systems and methods are provided for determining a health indicator, such as a life expectancy, of a target person using a proxy model comprising an artificial neural network, in lieu of more complex,","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-12002587","license":"CC-BY-4.0-like","license_terms":"AI-generated analysis on this page (summary, layman_explanation, technical_analysis, business_analysis, faqs) may be reused with attribution and a visible link back to the canonical URL above. Patent abstracts, claims, and bibliographic data are USPTO public domain.","required_link":"https://patentable.app/patents/US-12002587","citation_suggestion":"Patentable. \"Proxy model using mobile device data to provide health indicators\" (US-12002587). https://patentable.app/patents/US-12002587","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-12002587","json":"https://patentable.app/api/llm-context/US-12002587","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T04:21:08.037Z"}