{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11515042","patent":{"patent_number":"US-11515042","title":"Method for generating a diagnosis model capable of diagnosing multi-cancer according to stratification information by using biomarker group-related value information, method for diagnosing multi-cancer by using the diagnosis model, and device using the same","assignee":null,"inventors":[],"filing_date":"2021-10-27T00:00:00.000Z","publication_date":"2022-11-29T00:00:00.000Z","cpc_codes":["G16H","G16H","A61B","A61B","G16B","G16H"],"num_claims":20,"abstract":"A method for generating a diagnosis model capable of diagnosing multi-cancer is provided. The method includes steps of: (a) in response to acquiring training data including (i) stratification-related values, (ii) biomarker group-related value information and (iii) its corresponding Ground Truth cancer information, setting initial prediction values of a base classification model capable of classifying cancers for each of the stratification-related values; and (b) generating a first decision tree to a T-th decision tree by using its corresponding previous classification model, wherein the previous classification model has been updated by its corresponding previous iteration via a first iteration to a T-th iteration, and wherein the previous classification model represents the base classification model at the first iteration, to thereby generate the diagnosis model."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Method for generating a diagnosis model capable of diagnosing multi-cancer according to stratification information by using biomarker group-related value information, method for diagnosing multi-cancer by using the diagnosis model, and device using the same","description":"A method for generating a diagnosis model capable of diagnosing multi-cancer is provided. The method includes steps of: (a) in response to acquiring training data including (i) stratification-related ","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11515042","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-11515042","citation_suggestion":"Patentable. \"Method for generating a diagnosis model capable of diagnosing multi-cancer according to stratification information by using biomarker group-related value information, method for diagnosing multi-cancer by using the diagnosis model, and device using the same\" (US-11515042). https://patentable.app/patents/US-11515042","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11515042","json":"https://patentable.app/api/llm-context/US-11515042","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T17:25:29.742Z"}