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:
Oct. 13, 2026
Filed:
Dec. 22, 2023
Psip2 Llc, Manchester, NH (US);
Prithvi Prakash, Bangalore, IN;
Warsha Barde, Bangalore, IN;
Harish Doraiswamy, Bangalore, IN;
Nithin Shivshankar, Bangalore, IN;
S Raghu Menon, Bangalore, IN;
Shanthanu Chakravarthy, Bangalore, IN;
PSIP2 LLC, Manchester, NH (US);
Abstract
A method for semi-automatically generating annotated dataset for machine learning implementation for segmenting lesions in medical images. The method comprises utilizing a trained segmentation model to generate a first segmentation mask for each of the one or more lesions in medical images; implementing a geometric filter to validate the generated first segmentation mask; updating the trained segmentation model with the validated first segmentation mask; implementing the updated segmentation model to generate a second segmentation mask for each of the one or more lesions in the medical images; providing a user interface to allow an operator to validate last generated segmentation mask; and selecting the medical images with the validated generated segmentation mask, to generate a ground truth annotated dataset.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile