{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11526762","patent":{"patent_number":"US-11526762","title":"Method and system of training a machine learning neural network system for patient medical states","assignee":null,"inventors":[],"filing_date":"2019-10-24T00:00:00.000Z","publication_date":"2022-12-13T00:00:00.000Z","cpc_codes":["G16H","G06F","G06N","G06N","G06N","G06N","G06V","G06V","G16H","G16H","G16H","G16H","G16H"],"num_claims":18,"abstract":"Method and system of training a machine learning neural network (MLNN). The method comprises receiving a set of input features at respective input layers of the MLNN. The MLNN implemented in a processor and comprises an output layer interconnected to input layers via intermediate layers. The input features are associated with input feature data of a patient medical condition. Then selecting, responsive to a data qualification threshold level, a subset of the input layers while deactivating a remainder of the set of input layers. The intermediate layers are configured with an initial matrix of weights. Then training the MLNN based at least in part upon adjusting the initial matrix of weights based on a supervised classification that provides, via the output layer, one of negative and positive patient diagnostic states."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Method and system of training a machine learning neural network system for patient medical states","description":"Method and system of training a machine learning neural network (MLNN). The method comprises receiving a set of input features at respective input layers of the MLNN. The MLNN implemented in a process","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11526762","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-11526762","citation_suggestion":"Patentable. \"Method and system of training a machine learning neural network system for patient medical states\" (US-11526762). https://patentable.app/patents/US-11526762","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11526762","json":"https://patentable.app/api/llm-context/US-11526762","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-30T18:12:28.514Z"}