The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Oct. 06, 2026
Filed:
Jul. 12, 2023
Medidata Solutions, Inc., New York, NY (US);
Eric Yang, Warminster, PA (US);
Laura Katz, Brooklyn, NY (US);
Medidata Solutions, Inc., New York, NY (US);
Abstract
Converting an Electronic Data Capture (EDC) dataset to a Standard Data Tabulation Model (SDTM) dataset is described, including processing metadata for an EDC dataset, the metadata comprising EDC field names, to produce vectors of a particular dimensionality. The vectors are processed in an embedding model to produce embedded vectors of a lesser dimensionality. The embedded vectors are processed, in a prediction model, to produce class predictions for the EDC field names, the classes corresponding to the SDTM field names. The EDC field names are mapped with the SDTM field names based on the class predictions for the EDC field names. The embedding model is obtained from a trained Siamese neural network.