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:
Aug. 25, 2026
Filed:
Sep. 19, 2022
The Mitre Corporation, McLean, VA (US);
Huang Tang, McLean, VA (US);
The MITRE Corporation, McLean, VA (US);
Abstract
Disclosed herein are system, method, and computer program product embodiments for generating a disease severity index based on a machine learning system executing a one-dimensional convolutional neural network (CNN) using a large kernel. An embodiment operates by collecting training data sets, extracting a training data feature set from the training data sets, weighting features in the training data feature set to generate a weighted training data feature set, selecting a large kernel comprising the weighted training data feature set, executing a one-dimensional convolution of the weighted training data feature set based on the large kernel to generate an aggregation of weighted occurrences and generating an index based on the aggregation of weighted occurrences.