{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11298072","patent":{"patent_number":"US-11298072","title":"Dermoscopy diagnosis of cancerous lesions utilizing dual deep learning algorithms via visual and audio (sonification) outputs","assignee":null,"inventors":[],"filing_date":"2019-06-19T00:00:00.000Z","publication_date":"2022-04-12T00:00:00.000Z","cpc_codes":["A61B","A61B","A61B","A61B","G06N","G06N","G06N","G06N","A61B","A61B","A61B","G06F","G06N","G06N","G06N","G06N","G06T","G06T","G06T","G06T","G10L","G10L","G10L","G16H"],"num_claims":18,"abstract":"The present invention provides for a system and method for the diagnosis of skin cancer, wherein visual data is acquired from a skin lesion by a passive or active optical, electronical, thermal or mechanical method, processing the acquired visual field image into a classifier, applying a dermoscopic classification analysis to the image and converting, by sonification techniques, the data to raw audio signals, wherein the raw audio signals are analyzed with a second machine learning algorithm to increase interpretability and the precision of diagnosis."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Dermoscopy diagnosis of cancerous lesions utilizing dual deep learning algorithms via visual and audio (sonification) outputs","description":"The present invention provides for a system and method for the diagnosis of skin cancer, wherein visual data is acquired from a skin lesion by a passive or active optical, electronical, thermal or mec","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11298072","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-11298072","citation_suggestion":"Patentable. \"Dermoscopy diagnosis of cancerous lesions utilizing dual deep learning algorithms via visual and audio (sonification) outputs\" (US-11298072). https://patentable.app/patents/US-11298072","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11298072","json":"https://patentable.app/api/llm-context/US-11298072","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-30T20:04:59.553Z"}