{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11937943","patent":{"patent_number":"US-11937943","title":"Detection of physical abuse or neglect using data from ear-wearable devices","assignee":null,"inventors":[],"filing_date":"2023-03-20T00:00:00.000Z","publication_date":"2024-03-26T00:00:00.000Z","cpc_codes":["A61B","H04R","A61B","A61B","A61B","A61B","A61B","A61B","A61B","A61B","A61B","A61B","A61B","G06N","G06N","G16H","G16H","G16H","H04R","H04R","A61B","A61B","A61B","A61B","A61B","A61B","A61B","A61B","A61N","G06N","G06N","G06N","G06N","G06N","H04R","H04R","H04R","H04R","H04R"],"num_claims":18,"abstract":"A system may obtain a set of features characterizing a segment of inertial measurement unit (IMU) data generated by an IMU of an ear-wearable device. The system may apply a machine learning model (MLM) that takes the features characterizing the segment of the IMU data as input. The system may determine, based on output values produced by the MLM, whether a user of the ear-wearable device has potentially been subject to physical abuse. The system may then perform an action in response to determining that the user of the ear-wearable device has potentially been subject to physical abuse."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Detection of physical abuse or neglect using data from ear-wearable devices","description":"A system may obtain a set of features characterizing a segment of inertial measurement unit (IMU) data generated by an IMU of an ear-wearable device. The system may apply a machine learning model (MLM","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11937943","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-11937943","citation_suggestion":"Patentable. \"Detection of physical abuse or neglect using data from ear-wearable devices\" (US-11937943). https://patentable.app/patents/US-11937943","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11937943","json":"https://patentable.app/api/llm-context/US-11937943","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T09:45:45.683Z"}