{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-10521902","patent":{"patent_number":"US-10521902","title":"Automated segmentation of organ chambers using deep learning methods from medical imaging","assignee":null,"inventors":[],"filing_date":"2016-10-14T00:00:00.000Z","publication_date":"2019-12-31T00:00:00.000Z","cpc_codes":["G06V","G06T","G06T","G06T","G06T","G06T","G06T","G06V","G06V","G06V","G06T","G06T","G06T","G06T","G06T","G06V"],"num_claims":14,"abstract":"Systems and methods are disclosed for automatically segmenting a heart chamber from medical images of a patient. The system may include one or more hardware processors configured to: obtain image data including at least a representation of the patient's heart; obtain a region of interest from the image data; organize the region of interest into an input vector; apply the input vector through a trained graph; obtain an output vector representing a refined region of interest corresponding to the heart based on the application of the input vector through the trained graph; apply a deformable model on the obtained output vector representing the refined region of interest; and identify a segment of a heart chamber from the application of the deformable model on the obtained output vector."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Automated segmentation of organ chambers using deep learning methods from medical imaging","description":"Systems and methods are disclosed for automatically segmenting a heart chamber from medical images of a patient. The system may include one or more hardware processors configured to: obtain image data","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-10521902","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-10521902","citation_suggestion":"Patentable. \"Automated segmentation of organ chambers using deep learning methods from medical imaging\" (US-10521902). https://patentable.app/patents/US-10521902","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-10521902","json":"https://patentable.app/api/llm-context/US-10521902","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-30T15:33:03.421Z"}