{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-9684957","patent":{"patent_number":"US-9684957","title":"Systems methods, and media for detecting an anatomical object in a medical device image using a multi-stage classifier","assignee":null,"inventors":[],"filing_date":"2012-02-13T00:00:00.000Z","publication_date":"2017-06-20T00:00:00.000Z","cpc_codes":["G06V","G06F","G06F","G06T","G06V"],"num_claims":24,"abstract":"Systems, methods, and media for detecting an anatomical object in a medical device image are provided. In some embodiments, system for detecting an anatomical object in a medical device image are provided, the systems comprising: at least one hardware processor that: applies the medical device image to a classifier having a plurality of stages, wherein a first stage of the plurality of stages and a second stage of the plurality of stages each includes a strong learner formed from a plurality of weak learners, and the weak learners in the second stage include a plurality of the weak learners included in the first stage; and identifies the medical device image as being positive or negative of showing the anatomical object based on the application the medical device image to be classifier."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Systems methods, and media for detecting an anatomical object in a medical device image using a multi-stage classifier","description":"Systems, methods, and media for detecting an anatomical object in a medical device image are provided. In some embodiments, system for detecting an anatomical object in a medical device image are prov","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-9684957","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-9684957","citation_suggestion":"Patentable. \"Systems methods, and media for detecting an anatomical object in a medical device image using a multi-stage classifier\" (US-9684957). https://patentable.app/patents/US-9684957","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-9684957","json":"https://patentable.app/api/llm-context/US-9684957","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-06-06T11:15:44.109Z"}