COMPUTER AIDED DIAGNOSTIC SYSTEM INCORPORATING APPEARANCE ANALYSIS FOR DIAGNOSING MALIGNANT LUNG NODULES
Patent №
US 9,014,456
Granted
2015-04-21
Filed 2012
Owner
UNIVERSITY OF LOUISVILLE RESEARCH FOUNDATION, INC.
Lab
—
AI components
3
ml · vision · hardware
Assignment
Recorded
Dataset
AIPD
2023_r1 edition
Application
13368977
A computer aided diagnostic system and automated method diagnose lung cancer through modeling and analyzing the visual appearance of pulmonary nodules. A learned appearance model used in such analysis describes the appearance of pulmonary nodules in terms of voxel-wise conditional Gibbs energies for a generic rotation and translation invariant second-order Markov-Gibbs random field (MGRF) model of malignant nodules with analytically estimated characteristic voxel neighborhoods and potentials.
AI classification
Ownership
UNIVERSITY OF LOUISVILLE RESEARCH FOUNDATION, INC.
assignment · 279190908
Assignors
EL-BAZ, AYMAN S.
On an employer assignment, the assignors are typically the inventors.