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:
Mar. 11, 2025
Filed:
Feb. 04, 2021
International Business Machines Corporation, Armonk, NY (US);
Aviad Zlotnick, Mitzpeh Netofah, IL;
International Business Machines Corporation, Armonk, NY (US);
Abstract
There is provided a computer-implemented method of identifying a finding in an input sub-dataset of an input dataset using an ensemble of machine learning (ML) models, comprising: obtaining outcomes of an ensemble of ML models generated in response to feeding each input sub-dataset of the input dataset into each ML model of the ensemble trained to generate an outcome indicative of likelihood of a finding depicted in a respective input sub-dataset, creating a two dimensional (2D) outcome dataset storing outcomes of the ensemble, wherein a first dimension denotes the respective ML model and a second dimension denotes the respective input sub-dataset, computing a filtered 2D dataset by applying a filter function to the 2D outcome dataset, and analyzing the filtered 2D dataset to identify specific input sub-dataset(s) likely depicting the finding.