{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11517768","patent":{"patent_number":"US-11517768","title":"Systems and methods for determining radiation therapy machine parameter settings","assignee":null,"inventors":[],"filing_date":"2017-07-25T00:00:00.000Z","publication_date":"2022-12-06T00:00:00.000Z","cpc_codes":["A61N","A61N","A61N","A61N","A61N","G06N","G06N","G16H","G16H","G16H","A61N"],"num_claims":24,"abstract":"Systems and methods can include a method for training a deep convolutional neural network to provide a patient radiation treatment plan, the method comprising collecting patient data from a group of patients, the patient data including at least one image of patient anatomy and a prior treatment plan, wherein the treatment plan includes predetermined machine parameters, and training a deep convolution neural network for regression by using the prior treatment plans and the corresponding collected patient data to determine a new treatment plan. Systems and methods can also include a method of using a deep convolutional neural network to provide a radiation treatment plan, the method comprising retrieving a trained deep convolution neural network previously trained on patient data from a group of patients, collecting new patient data, wherein the new patient data includes at least one image of patient anatomy, and determining a new treatment plan for the new patient using the trained deep convolutional neural network for regression, wherein the new treatment plan has a new set of machine parameters."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Systems and methods for determining radiation therapy machine parameter settings","description":"Systems and methods can include a method for training a deep convolutional neural network to provide a patient radiation treatment plan, the method comprising collecting patient data from a group of p","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11517768","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-11517768","citation_suggestion":"Patentable. \"Systems and methods for determining radiation therapy machine parameter settings\" (US-11517768). https://patentable.app/patents/US-11517768","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11517768","json":"https://patentable.app/api/llm-context/US-11517768","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-30T13:23:15.317Z"}