Multi-Agent Bioinformatics System for Single Cell Data Analytics

Abstract: a multi-agent system for transforming single call data insights about phenotypes exhibited by the single cell data can comprise one or more processors and databases, the database(s) configured to provide linkages between (1) phenotype data for phenotypes derived from the single cell data and (2) external knowledge about the phenotypes derived from medical literature. the system can include first, second, and third agents configured for operating in parallel with each other; the first agent(s) configured to transform the single cell data into the phenotype data; the second agent(s) configured to process a medical literature corpus using nlp to determine information relating to the phenotypes described by the medical literature, wherein the external knowledge comprises the determined information; and the third agent(s) configured to synthesize insight(s) about the single cell data with respect to one or more phenotypes of interest, wherein the insight(s) are derived from the linkages in the database(s).

Inventor(s): Daniel Freeman, Pratip Chattopadhyay

CPC Classification: G16H15/00 (ICT specially adapted for medical reports, e.g. generation or transmission thereof)

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