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:
Jun. 17, 2025
Filed:
Apr. 26, 2022
GE Precision Healthcare Llc, Wauwatosa, WI (US);
Mahendra Madhukar Patil, Bangalore, IN;
Rakesh Mullick, Bangalore, IN;
Sudhanya Chatterjee, Bengaluru, IN;
Syed Asad Hashmi, Bangalore, IN;
Dattesh Dayanand Shanbhag, Bangalore, IN;
Deepa Anand, Bangalore, IN;
Suresh Emmanuel Devadoss Joel, Bangalore, IN;
GE Precision Healthcare LLC, Waukesha, WI (US);
Abstract
Techniques are described for generating high quality training data collections for training artificial intelligence (AI) models in the medical imaging domain. A method embodiment comprises receiving, by a system comprising processor, input indicating a clinical context associated with usage of a medical image dataset, and selecting, by the system, one or more data scrutiny metrics for filtering the medical image dataset based on the clinical context. The method further comprises applying, by the system, one or more image processing functions to the medical image dataset to generate metric values of the one or more data scrutiny metrics for respective medical images included in the medical image dataset, filtering, by the system, the medical image dataset into one or more subsets based on one or more acceptability criteria for the metric values.