{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-12004841","patent":{"patent_number":"US-12004841","title":"Systems and methods for estimation of blood flow characteristics using reduced order model and/or machine learning","assignee":null,"inventors":[],"filing_date":"2023-04-18T00:00:00.000Z","publication_date":"2024-06-11T00:00:00.000Z","cpc_codes":["A61B","A61B","G16B","G16H","G16H","G16H","G16H","A61B","G16B"],"num_claims":20,"abstract":"Systems and methods are disclosed for determining blood flow characteristics of a patient. One method includes: receiving, in an electronic storage medium, patient-specific image data of at least a portion of vasculature of the patient having geometric features at one or more points; generating a patient-specific reduced order model from the received image data, the patient-specific reduced order model comprising estimates of impedance values and a simplification of the geometric features at the one or more points of the vasculature of the patient; creating a feature vector comprising the estimates of impedance values and geometric features for each of the one or more points of the patient-specific reduced order model; and determining blood flow characteristics at the one or more points of the patient-specific reduced order model using a machine learning algorithm trained to predict blood flow characteristics based on the created feature vectors at the one or more points."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Systems and methods for estimation of blood flow characteristics using reduced order model and/or machine learning","description":"Systems and methods are disclosed for determining blood flow characteristics of a patient. One method includes: receiving, in an electronic storage medium, patient-specific image data of at least a po","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-12004841","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-12004841","citation_suggestion":"Patentable. \"Systems and methods for estimation of blood flow characteristics using reduced order model and/or machine learning\" (US-12004841). https://patentable.app/patents/US-12004841","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-12004841","json":"https://patentable.app/api/llm-context/US-12004841","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T03:34:13.520Z"}