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. 01, 2024
Filed:
Jun. 21, 2023
Nec Laboratories Europe Gmbh, Heidelberg, DE;
Zhao Xu, Heidelberg, DE;
Giuseppe Serra, Heidelberg, DE;
NEC LABORATORIES EUROPE GMBH, Heidelberg, DE;
Abstract
A machine-learning method to optimize resource allocation extracts human-interpretable (e.g., doctor-interpretable) entity profiles from a text-labeled data graph of a system having a plurality of entities. The data graph is associated with a smart hospital and includes nodes representing the entities and edges between the nodes representing links between the entities. The method includes: obtaining the data graph and extracting the human-interpretable entity profiles from a tensor that has been learned, using a neural network, to capture patterns among text associated with the edges between respective pairs of the nodes. The neural network layers of the neural network are constructed such that the edges are modeled as a function of the associated text and cluster representations of the respective pairs of the nodes.