{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11972859","patent":{"patent_number":"US-11972859","title":"Computational pathology approach for retrospective analysis of tissue-based companion diagnostic driven clinical trial studies","assignee":null,"inventors":[],"filing_date":"2023-06-16T00:00:00.000Z","publication_date":"2024-04-30T00:00:00.000Z","cpc_codes":["G16H","G06T","G06V","G06V","G16H","G16H","G16H","G16H","G16H","G06T"],"num_claims":20,"abstract":"Automated systems and methods are presented for retrospectively analyzing clinical trial data. A plurality of image derived from biological samples of patients in a cohort population are accessed. Image features are computed based on the plurality of images. A diagnostic feature metric is derived based on the computed image features. A cut point value is determined by applying a statistical minimization method using the derived diagnostic feature metric and patient outcome data from the cohort population, in which the cut point value identifies a patient in the cohort population as positive or negative for a diagnostic test."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Computational pathology approach for retrospective analysis of tissue-based companion diagnostic driven clinical trial studies","description":"Automated systems and methods are presented for retrospectively analyzing clinical trial data. A plurality of image derived from biological samples of patients in a cohort population are accessed. Ima","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11972859","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-11972859","citation_suggestion":"Patentable. \"Computational pathology approach for retrospective analysis of tissue-based companion diagnostic driven clinical trial studies\" (US-11972859). https://patentable.app/patents/US-11972859","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11972859","json":"https://patentable.app/api/llm-context/US-11972859","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T06:22:26.711Z"}