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Dynamic user-interface comparison between machine learning output and training data

Grant US12579466B2 Kind: B2 Mar 17, 2026

Assignee

GE Precision Healthcare LLC

Inventors

Nicolas Gogin, Jorge Hernandez Londono, Vincent Morard

Abstract

Systems/techniques that facilitate dynamic user-interface comparison between machine learning output and training data are provided. In various embodiments, a system can access a data candidate on which a machine learning classifier is to be executed. In various aspects, the system can generate, via execution of the machine learning classifier, a predicted classification based on the data candidate. In various instances, the system can render, on an electronic display, a confidence graph that visually depicts how well or how poorly the data candidate and the predicted classification fit into an annotated training dataset on which the machine learning classifier has been trained.

CPC Classifications

G06N 20/00 G06F 9/451 G06F 9/44

Filing Date

2022-05-09

Application No.

17662568

Claims

20