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. 23, 2026
Filed:
Sep. 08, 2022
Janssen Research & Development, Llc, Raritan, NJ (US);
Stephen S.F. Yip, Randolph, MA (US);
Pooya Mobadersany, Coralville, IA (US);
Jose Zamalloa, Lawrence Township, NJ (US);
Justin Lucas, Bridgewater, NJ (US);
Janssen Research & Development, LLC, Raritan, NJ (US);
Abstract
Disclosed herein are methods for generating a cancer prediction for one or more patients, including obtaining or having obtained a first batch of images captured from the one or more patients; generating a first set of output values by providing, as input, the first batch of images to a first convolutional neural network, generating a second set of output values by providing, as input, interpretable features of the first batch of images to a first machine learning model; and generating a third set of output values informative of the cancer prediction by providing, as input, at least the first set of output values and the second set of output values to a fully connected network (FCN). The first convolutional neural network identifies one or more non-interpretable features from the first batch of images to generate the first set of output values.