{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11232870","patent":{"patent_number":"US-11232870","title":"Communicable disease prediction and control based on behavioral indicators derived using machine learning","assignee":null,"inventors":[],"filing_date":"2020-12-09T00:00:00.000Z","publication_date":"2022-01-25T00:00:00.000Z","cpc_codes":["G16H","G06N","G06N","G06N","G06N","G16H","G16H","G16H","G06N"],"num_claims":28,"abstract":"Methods, apparatus, and systems for predicting and controlling communicable diseases are disclosed. In one example aspect, a method for predicting a communicable disease includes receiving, for each member of a community, multiple data streams associated with the member from multiple sensor devices, and computing, based on a social or locational relationship between the member and other entities in the community and a timeline of activities performed by the member according to the timestamp for each data packet, a list of behavioral indicators for the community indicating a current state of the communicable disease using one or more machine learning models."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Communicable disease prediction and control based on behavioral indicators derived using machine learning","description":"Methods, apparatus, and systems for predicting and controlling communicable diseases are disclosed. In one example aspect, a method for predicting a communicable disease includes receiving, for each m","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11232870","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-11232870","citation_suggestion":"Patentable. \"Communicable disease prediction and control based on behavioral indicators derived using machine learning\" (US-11232870). https://patentable.app/patents/US-11232870","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11232870","json":"https://patentable.app/api/llm-context/US-11232870","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T13:16:47.787Z"}