{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11532399","patent":{"patent_number":"US-11532399","title":"Identifying high tissue density in images using machine learning","assignee":null,"inventors":[],"filing_date":"2019-10-15T00:00:00.000Z","publication_date":"2022-12-20T00:00:00.000Z","cpc_codes":["G16H","G06N","G06N","G06N","G06N","G16H","G16H","G06N"],"num_claims":20,"abstract":"Methods and systems and computer readable media are provided for processing digitized radiology images of a patient's tissue to perform a tissue density assessment. A set of radiology images is analyzed with a tissue density image classifier, wherein the tissue density classifier includes a plurality of classifiers. A features vector is generated, for each processed image in the set of radiology images, based on the processing. The features vector is provided, for each processed image in the set of radiology images, to a tissue density classifier to obtain an output. A final tissue density score is assigned based on the output of the tissue density classifier."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Identifying high tissue density in images using machine learning","description":"Methods and systems and computer readable media are provided for processing digitized radiology images of a patient's tissue to perform a tissue density assessment. A set of radiology images is analyz","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11532399","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-11532399","citation_suggestion":"Patentable. \"Identifying high tissue density in images using machine learning\" (US-11532399). https://patentable.app/patents/US-11532399","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11532399","json":"https://patentable.app/api/llm-context/US-11532399","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T13:15:59.992Z"}