{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11961593","patent":{"patent_number":"US-11961593","title":"Artificial intelligence-based determination of analyte data for base calling","assignee":null,"inventors":[],"filing_date":"2021-11-17T00:00:00.000Z","publication_date":"2024-04-16T00:00:00.000Z","cpc_codes":["G16B","G06F","G06F","G06F","G06F","G06F","G06F","G06F","G06F","G06F","G06N","G06N","G06N","G06N","G06N","G06V","G06V","G06V","G06V","G06V","G06V","G06V","G06V","G06V","G06V","G16B","G16B","G16B","G06N","G06N","G06N","G06V","G06V"],"num_claims":23,"abstract":"The technology disclosed relates to artificial intelligence-based determination of analyte data for base calling. In particular, the technology disclosed uses input image data that is derived from a sequence of images. Each image in the sequence of images represents an imaged region and depicts intensity emissions indicative of one or more analytes and a surrounding background of the intensity emissions at a respective one of a plurality of sequencing cycles of a sequencing run. The input image data comprises image patches extracted from each image in the sequence of images. The input image data is processed through a neural network to generate an alternative representation of the input image data. The alternative representation is processed through an output layer to generate an output indicating properties of respective portions of the imaged region."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Artificial intelligence-based determination of analyte data for base calling","description":"The technology disclosed relates to artificial intelligence-based determination of analyte data for base calling. In particular, the technology disclosed uses input image data that is derived from a s","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11961593","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-11961593","citation_suggestion":"Patentable. \"Artificial intelligence-based determination of analyte data for base calling\" (US-11961593). https://patentable.app/patents/US-11961593","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11961593","json":"https://patentable.app/api/llm-context/US-11961593","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T12:19:47.637Z"}