US Patent Issued to KONINKLIJKE PHILIPS on Aug. 25 for "Facilitating interpretability of classification model" (Dutch Inventors)

ALEXANDRIA, Va., Aug. 25 -- United States Patent no. 12,718,943, issued on Aug. 25, was assigned to KONINKLIJKE PHILIPS N.V. (Eindhoven, Netherlands).

"Facilitating interpretability of classification model" was invented by Nicola Pezzotti (Eindhoven, Netherlands) and Jacek Lukasz Kustra (Eindhoven, Netherlands).

According to the abstract* released by the U.S. Patent & Trademark Office: "A system and computer-implemented method are provided for generating a visualization of the classification uncertainty of a classification model which is applied to clinical data, wherein said visualization is provided in a lower-dimensional space which is obtained by applying a non-linear and manifold preserving dimensionality reduction technique to featu...