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. 08, 2021
Filed:
Oct. 16, 2018
Mayo Foundation for Medical Education and Research, Rochester, MN (US);
Vanderbilt University, Nashville, TN (US);
Tobias Peikert, Rochester, MN (US);
Ronald A. Karwoski, Rochester, MN (US);
Fabien Maldonado, Brentwood, TN (US);
Srinivasan Rajagopalan, Chennai, IN;
Brian J. Bartholmai, Rochester, MN (US);
Mayo Foundation for Medical Education and Research, Rochester, MN (US);
Vanderbilt University, Nashville, TN (US);
Abstract
Systems and methods are provided for classifying a tissue mass as malignant or benign. The method includes identifying a region of interest in the tissue mass in computed tomography (CT) imaging data, segmenting the CT imaging data to delimit at least a portion of the tissue mass into image segments, extracting a set of radiomic parameters indicative of the tissue mass. The set of radiomic parameters may include tissue mass location, tissue mass shape, tissue mass surface characteristic, or tissue mass texture distribution indicative of the amount of image segments identified. The method also includes generating a report classifying the indeterminate lung nodule as being malignant or benign based on the set of radiomic parameters of the indeterminate lung nodule.