{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11491350","patent":{"patent_number":"US-11491350","title":"Decision support system for individualizing radiotherapy dose","assignee":null,"inventors":[],"filing_date":"2019-09-26T00:00:00.000Z","publication_date":"2022-11-08T00:00:00.000Z","cpc_codes":["A61N","A61N","A61B","A61B","A61B","G06N","G06N","G06N","G06N","G06N","G06N","G06N","G16H","G16H","G16H","G16H","G16H","G06N"],"num_claims":20,"abstract":"For decision support in a medical therapy, machine learning provides a machine-learned generator for generating a prediction of outcome for therapy personalized to a patient. The outcome prediction may be used to determine dose. To assist in decision support, a regression analysis of the cohort used for machine training relates the outcome from the machine-learned generator to the dose and an actual control time (e.g., time-to-event). The dose that minimizes side effects while minimizing risk of failure to a time for any given patient is determined from the outcome for that patient and a calibration from the regression analysis."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Decision support system for individualizing radiotherapy dose","description":"For decision support in a medical therapy, machine learning provides a machine-learned generator for generating a prediction of outcome for therapy personalized to a patient. The outcome prediction ma","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11491350","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-11491350","citation_suggestion":"Patentable. \"Decision support system for individualizing radiotherapy dose\" (US-11491350). https://patentable.app/patents/US-11491350","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11491350","json":"https://patentable.app/api/llm-context/US-11491350","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-30T17:17:44.387Z"}