{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11301996","patent":{"patent_number":"US-11301996","title":"Training neural networks of an automatic clinical workflow that recognizes and analyzes 2D and doppler modality echocardiogram images","assignee":null,"inventors":[],"filing_date":"2020-03-27T00:00:00.000Z","publication_date":"2022-04-12T00:00:00.000Z","cpc_codes":["G06T","G06N","G06N","G06N","G06T","G16H","G16H","G16H","G16H","G16H","G16H","G06T","G06T","G06T","G06T"],"num_claims":25,"abstract":"A method for training neural networks of an automated workflow performed by a software component executing on a server in communication with remote computers at respective laboratories includes downloading and installing a client and a set of neural networks to a first remote computer of a first laboratory, the client accessing the echocardiogram image files of the first laboratory to train the set of neural networks and to upload a first trained set of neural networks to the server. The process continues until the client and the second trained set of neural networks is downloaded and installed to a last remote computer of a last laboratory, the client accessing the echocardiogram image files of the last laboratory to continue to train the second trained set of neural networks and to upload a final trained set of neural networks to the server."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Training neural networks of an automatic clinical workflow that recognizes and analyzes 2D and doppler modality echocardiogram images","description":"A method for training neural networks of an automated workflow performed by a software component executing on a server in communication with remote computers at respective laboratories includes downlo","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11301996","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-11301996","citation_suggestion":"Patentable. \"Training neural networks of an automatic clinical workflow that recognizes and analyzes 2D and doppler modality echocardiogram images\" (US-11301996). https://patentable.app/patents/US-11301996","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11301996","json":"https://patentable.app/api/llm-context/US-11301996","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-30T22:14:17.609Z"}