{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11301999","patent":{"patent_number":"US-11301999","title":"Shape-aware organ segmentation by predicting signed distance maps","assignee":null,"inventors":[],"filing_date":"2020-05-07T00:00:00.000Z","publication_date":"2022-04-12T00:00:00.000Z","cpc_codes":["G06T","G06N","G06N","G06N","G06T","G06T","G06T","G06T","G06V","G06V","G06V","G06V","G06V","G16H","G16H","G06F","G06T","G06T","G06T","G06T","G06T","G06V"],"num_claims":19,"abstract":"A computer-implemented method of training a neural network for organ segmentation may be provided. The method may include: collecting a set of digital sample images from a database; inputting the collected set of digital images into a neural network recognition model; and training the neural network recognition model to recognize a first object in a first digital image as a specific object based on the first object being similar to a second object in a second digital image. The method may comprise predicting a signed distance map (SDM) in conjunction with a segmentation map."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Shape-aware organ segmentation by predicting signed distance maps","description":"A computer-implemented method of training a neural network for organ segmentation may be provided. The method may include: collecting a set of digital sample images from a database; inputting the coll","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11301999","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-11301999","citation_suggestion":"Patentable. \"Shape-aware organ segmentation by predicting signed distance maps\" (US-11301999). https://patentable.app/patents/US-11301999","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11301999","json":"https://patentable.app/api/llm-context/US-11301999","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-30T11:17:09.886Z"}