{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11531851","patent":{"patent_number":"US-11531851","title":"Sequential minimal optimization algorithm for learning using partially available privileged information","assignee":null,"inventors":[],"filing_date":"2020-02-05T00:00:00.000Z","publication_date":"2022-12-20T00:00:00.000Z","cpc_codes":["G16H","G06F","G06F","G06F","G06N","G06V","G06V","G16H"],"num_claims":11,"abstract":"Computational algorithms integrate and analyze data to consider multiple interdependent, heterogeneous sources and forms of patient data, and using a classification model, provide new learning paradigms, including privileged learning and learning with uncertain clinical data, to determine patient status for conditions such as acute respiratory distress syndrome (ARDS) or non-ARDS."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Sequential minimal optimization algorithm for learning using partially available privileged information","description":"Computational algorithms integrate and analyze data to consider multiple interdependent, heterogeneous sources and forms of patient data, and using a classification model, provide new learning paradig","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11531851","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-11531851","citation_suggestion":"Patentable. \"Sequential minimal optimization algorithm for learning using partially available privileged information\" (US-11531851). https://patentable.app/patents/US-11531851","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11531851","json":"https://patentable.app/api/llm-context/US-11531851","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-30T15:56:04.700Z"}