{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11995820","patent":{"patent_number":"US-11995820","title":"Method and apparatus for automated detection of landmarks from 3D medical image data based on deep learning","assignee":null,"inventors":[],"filing_date":"2020-05-26T00:00:00.000Z","publication_date":"2024-05-28T00:00:00.000Z","cpc_codes":["A61B","G06T","A61B","A61B","A61B","A61B","A61B","A61B","G06N","G06N","G06T","G06T","G06T","G06V","G06V","G16H","G16H","A61B","G06T","G06T","G06T","G06T","G06T","G06T","G06T","G06T","G06T","G06V","G16H"],"num_claims":21,"abstract":"A method for automated detection of landmarks from 3D medical image data using deep learning according to the present inventive concept, the method includes receiving a 3D volume medical image, generating a 2D intensity value projection image based on the 3D volume medical image, automatically detecting an initial anatomical landmark using a first convolutional neural network based on the 2D intensity value projection image, generating a 3D volume area of interest based on the initial anatomical landmark and automatically detecting a detailed anatomical landmark using a second convolutional neural network different from the first convolutional neural network based on the 3D volume area of interest."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Method and apparatus for automated detection of landmarks from 3D medical image data based on deep learning","description":"A method for automated detection of landmarks from 3D medical image data using deep learning according to the present inventive concept, the method includes receiving a 3D volume medical image, genera","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11995820","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-11995820","citation_suggestion":"Patentable. \"Method and apparatus for automated detection of landmarks from 3D medical image data based on deep learning\" (US-11995820). https://patentable.app/patents/US-11995820","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11995820","json":"https://patentable.app/api/llm-context/US-11995820","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T16:14:07.898Z"}