{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11972858","patent":{"patent_number":"US-11972858","title":"System and method for characterizing cellular phenotypic diversity from multi-parameter cellular, and sub-cellular imaging data","assignee":null,"inventors":[],"filing_date":"2020-05-13T00:00:00.000Z","publication_date":"2024-04-30T00:00:00.000Z","cpc_codes":["G16H","G16H","G06F","G06V","G06V","G06V","G06V","G06V","G16H","G16H"],"num_claims":27,"abstract":"A method of characterizing cellular phenotypes includes receiving multi-parameter cellular and sub-cellular imaging data for a number of tissue samples from a number of patients or a number of multicellular in vitro models, performing cellular segmentation on the multi-parameter cellular and sub-cellular imaging data to create segmented multi-parameter cellular and sub-cellular imaging data, and performing recursive decomposition on the segmented multi-parameter cellular and subcellular imaging data to identify a plurality of computational phenotypes. The recursive decomposition includes a plurality of levels of decomposition with each level of decomposition including soft/probabilistic clustering and spatial regularization, and each cell in the segmented multi-parameter cellular and subcellular imaging data is probabilistically assigned to one or more of the plurality of computational phenotypes."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"System and method for characterizing cellular phenotypic diversity from multi-parameter cellular, and sub-cellular imaging data","description":"A method of characterizing cellular phenotypes includes receiving multi-parameter cellular and sub-cellular imaging data for a number of tissue samples from a number of patients or a number of multice","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11972858","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-11972858","citation_suggestion":"Patentable. \"System and method for characterizing cellular phenotypic diversity from multi-parameter cellular, and sub-cellular imaging data\" (US-11972858). https://patentable.app/patents/US-11972858","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11972858","json":"https://patentable.app/api/llm-context/US-11972858","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T00:18:01.032Z"}