{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11501446","patent":{"patent_number":"US-11501446","title":"Segmenting 3D intracellular structures in microscopy images using an iterative deep learning workflow that incorporates human contributions","assignee":null,"inventors":[],"filing_date":"2019-10-30T00:00:00.000Z","publication_date":"2022-11-15T00:00:00.000Z","cpc_codes":["G06T","G06N","G06N","G06T","G06T","G06T","G06V","G06V","G06N","G06T","G06T","G06T","G06T","G06T","G06T","G06T","G06V"],"num_claims":18,"abstract":"A facility for identifying the boundaries of 3-dimensional structures in 3-dimensional images is described. For each of multiple 3-dimensional images, the facility receives results of a first attempt to identify boundaries of structures in the 3-dimensional image, and causes the results of the first attempt to be presented to a person. For each of a number of 3-dimensional images, the facility receives input generated by the person providing feedback on the results of the first attempt. The facility then uses the following to train a deep-learning network to identify boundaries of 3-dimensional structures in 3-dimensional images: at least a portion of the plurality of 3-dimensional images, at least a portion of the received results, and at least a portion of provided feedback."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Segmenting 3D intracellular structures in microscopy images using an iterative deep learning workflow that incorporates human contributions","description":"A facility for identifying the boundaries of 3-dimensional structures in 3-dimensional images is described. For each of multiple 3-dimensional images, the facility receives results of a first attempt ","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11501446","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-11501446","citation_suggestion":"Patentable. \"Segmenting 3D intracellular structures in microscopy images using an iterative deep learning workflow that incorporates human contributions\" (US-11501446). https://patentable.app/patents/US-11501446","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11501446","json":"https://patentable.app/api/llm-context/US-11501446","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-30T14:07:10.053Z"}