{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11497476","patent":{"patent_number":"US-11497476","title":"Systems and methods for prediction of tumor treatment response to using texture derivatives computed from quantitative ultrasound parameters","assignee":null,"inventors":[],"filing_date":"2020-06-05T00:00:00.000Z","publication_date":"2022-11-15T00:00:00.000Z","cpc_codes":["A61B","A61B","A61B","G06F","G06T","G06T","G06T","G06V","G06V","G06V","G06T","G06T","G06T","G06T","G06T","G06T","G06V"],"num_claims":26,"abstract":"Systems and methods for using quantitative ultrasound (“QUS”) techniques to generate imaging biomarkers that can be used to assess a prediction of tumor response to different chemotherapy treatment regimens are provided. For instance, the imaging biomarkers can be used to subtype tumors that have resistance to certain chemotherapy regimens prior to drug exposure. These imaging biomarkers can therefore be useful for predicting tumor response and for assessing the prognostic value of particular treatment regimens."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Systems and methods for prediction of tumor treatment response to using texture derivatives computed from quantitative ultrasound parameters","description":"Systems and methods for using quantitative ultrasound (“QUS”) techniques to generate imaging biomarkers that can be used to assess a prediction of tumor response to different chemotherapy treatment re","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11497476","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-11497476","citation_suggestion":"Patentable. \"Systems and methods for prediction of tumor treatment response to using texture derivatives computed from quantitative ultrasound parameters\" (US-11497476). https://patentable.app/patents/US-11497476","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11497476","json":"https://patentable.app/api/llm-context/US-11497476","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-30T23:08:46.628Z"}