{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11954593","patent":{"patent_number":"US-11954593","title":"Method to determine a degree of abnormality, a respective computer readable medium and a distributed cancer analysis system","assignee":null,"inventors":[],"filing_date":"2019-06-19T00:00:00.000Z","publication_date":"2024-04-09T00:00:00.000Z","cpc_codes":["G06N","G06F","G06F","G06F","G06F","G06N","G06N","G06N","G06T","G06T","G06V","G06V","G06V","G06V","G16H","G16H","G16H","G16H","G16H","H04L","H04L","H04L","G06N","G06T","G06T","G06T","G06T","G06T","G06T","G06T","G06V","H04L"],"num_claims":14,"abstract":"Current cancer screening methods are not suitable to be applied on a broad scale and are not transparent to the patient. The problem is solved by a method to determine a degree of abnormality, the method comprising the following steps: receiving a whole slide image, the whole slide image depicting at least a portion of a cell, classifying at least one image tile of the whole slide image using a neural network to determine a local abnormality degree value associated with the at least one image tile, the local abnormality degree value indicating a likelihood that the associated at least one segment depicts at least a part of a cancerous cell, and determining a degree of abnormality for the whole slide image based on the local abnormality degree value for the at least one image tile."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Method to determine a degree of abnormality, a respective computer readable medium and a distributed cancer analysis system","description":"Current cancer screening methods are not suitable to be applied on a broad scale and are not transparent to the patient. The problem is solved by a method to determine a degree of abnormality, the met","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11954593","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-11954593","citation_suggestion":"Patentable. \"Method to determine a degree of abnormality, a respective computer readable medium and a distributed cancer analysis system\" (US-11954593). https://patentable.app/patents/US-11954593","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11954593","json":"https://patentable.app/api/llm-context/US-11954593","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T09:17:06.059Z"}