{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11515045","patent":{"patent_number":"US-11515045","title":"Predicting risk of running-related injury using a machine learning model and related machine learning training methods","assignee":null,"inventors":[],"filing_date":"2022-04-06T00:00:00.000Z","publication_date":"2022-11-29T00:00:00.000Z","cpc_codes":["G16H","G16H","G16H","G16H","G16H","G16H"],"num_claims":29,"abstract":"Machine learning-based systems and methods for predicting running-related injuries and related training methods are described herein. An example method for training a machine learning model includes receiving a dataset including running-related data, where the running-related data includes a plurality of samples tagged with respective running-related injury labels. The method also includes augmenting the dataset, where the augmented dataset further includes a plurality of synthetic samples tagged with respective running-related injury labels. The method further includes training a machine learning model using the augmented dataset. The trained machine learning model is configured for predicting risk of running-related injury."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Predicting risk of running-related injury using a machine learning model and related machine learning training methods","description":"Machine learning-based systems and methods for predicting running-related injuries and related training methods are described herein. An example method for training a machine learning model includes r","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11515045","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-11515045","citation_suggestion":"Patentable. \"Predicting risk of running-related injury using a machine learning model and related machine learning training methods\" (US-11515045). https://patentable.app/patents/US-11515045","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11515045","json":"https://patentable.app/api/llm-context/US-11515045","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-30T21:01:00.135Z"}