{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11488714","patent":{"patent_number":"US-11488714","title":"Machine learning for collaborative medical data metrics","assignee":null,"inventors":[],"filing_date":"2018-08-07T00:00:00.000Z","publication_date":"2022-11-01T00:00:00.000Z","cpc_codes":["G16H","G06N","G06N","G06N","G06N","G06N","G06N","G06N","G16H","G16H","G16H","G16H","G16H","G06F","G06F","G06F","G06N","G06N","G06N","G06N","G16H","G16H","G16H","G16H"],"num_claims":27,"abstract":"A medical knowledge database including medical knowledge information, medical diagnoses, and medical treatments, is used for machine learning for collaborative medical data metrics. Medical data is collected from a plurality of clinicians serving a first plurality of patients and assembling a medical knowledge database that includes medical knowledge information, medical diagnoses, and medical treatments. The medical knowledge database is a function of demographics and comprises a medical probabilistic rules graph. The medical knowledge database is augmented based on further medical data collected from a second plurality of clinicians. The further medical data is based on individual patient treatment outcomes collected by the second plurality of clinicians. Medical data from a further patient is applied to the medical probabilistic rules graph. A medical diagnosis is provided, based on the medical data applied from a further patient to the rules graph. The medical diagnosis is used to institute a treatment plan."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Machine learning for collaborative medical data metrics","description":"A medical knowledge database including medical knowledge information, medical diagnoses, and medical treatments, is used for machine learning for collaborative medical data metrics. Medical data is co","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11488714","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-11488714","citation_suggestion":"Patentable. \"Machine learning for collaborative medical data metrics\" (US-11488714). https://patentable.app/patents/US-11488714","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11488714","json":"https://patentable.app/api/llm-context/US-11488714","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T07:01:21.659Z"}