{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11494905","patent":{"patent_number":"US-11494905","title":"Medical image recognition method and medical image recognition device","assignee":null,"inventors":[],"filing_date":"2020-07-01T00:00:00.000Z","publication_date":"2022-11-08T00:00:00.000Z","cpc_codes":["G06T","G06T","G06N","G06N","G06N","G06T","G06T","G16H","G16H","G06N","G06T","G06T","G06T","G06T","G06T","G06T","G06T"],"num_claims":20,"abstract":"A medical image recognition method includes the following steps: establishing an image recognition model, wherein the image recognition model is generated by inputting a plurality of labeled medical image slices in a plurality of initial medical image piles into a neural network; and in response to determining that the accuracy of the image recognition model is not higher than an accuracy threshold; calculating a plurality of image change rates corresponding to each of a plurality of initial medical image slices or the initial medical image piles formed by the initial medical image slices according to the image recognition model; selecting at least one of the initial medical image piles or the initial medical image slices as a training medical image slice according to the image change rates; obtaining the target range of each training medical image slice to re-establish the image recognition model."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Medical image recognition method and medical image recognition device","description":"A medical image recognition method includes the following steps: establishing an image recognition model, wherein the image recognition model is generated by inputting a plurality of labeled medical i","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11494905","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-11494905","citation_suggestion":"Patentable. \"Medical image recognition method and medical image recognition device\" (US-11494905). https://patentable.app/patents/US-11494905","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11494905","json":"https://patentable.app/api/llm-context/US-11494905","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-30T20:35:38.895Z"}