{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-12009104","patent":{"patent_number":"US-12009104","title":"Medical image processing apparatus, medical image processing method, machine learning system, and program","assignee":null,"inventors":[],"filing_date":"2020-12-10T00:00:00.000Z","publication_date":"2024-06-11T00:00:00.000Z","cpc_codes":["G16H","A61B","A61B","G06F","G06F","G06N","G06N","G06V","G06V","G16H","G16H","A61B","G06N","G06V"],"num_claims":13,"abstract":"There are provided a medical image processing apparatus, a medical image processing method, a machine learning system, and a program that can reduce the volume of communication and can reduce the processing load of retraining or additional training that is performed by a machine learning apparatus. A medical image processing apparatus (13) includes: a trainer (26) that performs additional training for a first computer-aided diagnosis device on the basis of an input medical image; an evaluation unit that compares a second computer-aided diagnosis device obtained by the additional training with the first computer-aided diagnosis device and evaluates whether learning difference information about the additional training contributes to improvement of performance of the first computer-aided diagnosis device; a communication determination unit that determines, on the basis of a result of evaluation, whether the learning difference information is to be communicated; and a communication unit (34) that outputs the learning difference information in accordance with a result of determination by the communication determination unit."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Medical image processing apparatus, medical image processing method, machine learning system, and program","description":"There are provided a medical image processing apparatus, a medical image processing method, a machine learning system, and a program that can reduce the volume of communication and can reduce the proc","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-12009104","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-12009104","citation_suggestion":"Patentable. \"Medical image processing apparatus, medical image processing method, machine learning system, and program\" (US-12009104). https://patentable.app/patents/US-12009104","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-12009104","json":"https://patentable.app/api/llm-context/US-12009104","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T10:40:31.740Z"}