{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11990228","patent":{"patent_number":"US-11990228","title":"Automatic assay assessment and normalization for image processing","assignee":null,"inventors":[],"filing_date":"2023-05-31T00:00:00.000Z","publication_date":"2024-05-21T00:00:00.000Z","cpc_codes":["G16H","G01N","G06F","G06F","G06T","G06T","G06V","G16H","G16H","G16H","G01N","G06T","G06T","G06T"],"num_claims":20,"abstract":"Disclosed herein are systems and methods for of assessing stain titer levels. An exemplary method includes generating a set of field of views for the image or the region of the image, selecting field of views from the set of field of views that meet predefined criteria, creating a series of patches within each of the selected field of views, retaining patches from the series of patches that meet predefined criteria indicative of a presence of the stain for which the titer is to be estimated, deriving stain color features and stain intensity features pertaining to the stain from the retained patches, estimating a titer score for each of the retained patches based on the stain color features and the stain intensity features, and calculating a weighted average score for the titer of the stain based on the estimated titer score for each of the retained patches."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Automatic assay assessment and normalization for image processing","description":"Disclosed herein are systems and methods for of assessing stain titer levels. An exemplary method includes generating a set of field of views for the image or the region of the image, selecting field ","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11990228","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-11990228","citation_suggestion":"Patentable. \"Automatic assay assessment and normalization for image processing\" (US-11990228). https://patentable.app/patents/US-11990228","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11990228","json":"https://patentable.app/api/llm-context/US-11990228","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T07:47:29.316Z"}