{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-9750450","patent":{"patent_number":"US-9750450","title":"Method, electronic apparatus, and computer readable medium of constructing classifier for skin-infection detection","assignee":null,"inventors":[],"filing_date":"2015-09-18T00:00:00.000Z","publication_date":"2017-09-05T00:00:00.000Z","cpc_codes":["A61B","A61B","G06F","G06F","G06F","G06T","G06T","G06T","G06V","G06V","G06V","G16H","G16H","G06T","G06T","G06T","G06T","G06T","G06T","G06T"],"num_claims":14,"abstract":"The disclosure provides a method, an electronic apparatus, and a computer readable medium of constructing a classifier for skin-infection detection. The method includes the following steps. A codebook of representative features is constructed based on a plurality of target-disease-irrelevant images. Transfer-learned disease features are extracted from target-disease images according to the codebook without any medical domain knowledge, where the target-disease images are captured by at least one image capturing device. Supervised learning is performed based on the transfer-learned target-disease features to train the classifier for skin-infection detection."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Method, electronic apparatus, and computer readable medium of constructing classifier for skin-infection detection","description":"The disclosure provides a method, an electronic apparatus, and a computer readable medium of constructing a classifier for skin-infection detection. The method includes the following steps. A codebook","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-9750450","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-9750450","citation_suggestion":"Patentable. \"Method, electronic apparatus, and computer readable medium of constructing classifier for skin-infection detection\" (US-9750450). https://patentable.app/patents/US-9750450","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-9750450","json":"https://patentable.app/api/llm-context/US-9750450","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-06-06T05:18:55.381Z"}