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:
Jan. 02, 2024
Filed:
Jan. 23, 2018
Manjula Kasoji, Gaithersburg, MD (US);
Oodaye Shukla, Chesterbrook, PA (US);
Cody Garges, Chalfont, PA (US);
Tara Grabowsky, Bryn Mawr, PA (US);
Ron Payne, Fort Washington, PA (US);
Chris Miller, Conshohocken, PA (US);
Manjula Kasoji, Gaithersburg, MD (US);
Oodaye Shukla, Chesterbrook, PA (US);
Cody Garges, Chalfont, PA (US);
Tara Grabowsky, Bryn Mawr, PA (US);
Ron Payne, Fort Washington, PA (US);
HVH PRECISION ANALYTICS LLC, Wayne, PA (US);
Abstract
A method, computer program product, and system continually obtain machine-readable data sets related to a patient population diagnosed with a medical condition from one or more databases (different computing nodes in the distributed environment). The processor(s) continually applies a recurrent neural network to the plurality of data sets to machine learn optimal features for classifying patients into multiple categories related to presence or progression of the medical condition. The processor(s) continually generates, based on the machine learned optimal set of features, intermediate features, based on the weightings of a portion of the machine learned optimal set of features, i.e., a model. The processor(s) evaluates the records and classifies records into the categories, based on a current model (model generated in real-time).