Patent US 7,660,451

Patent №

US 7,660,451

Granted

Owner

Lab

AI components

1

vision

Assignment

None on record

Dataset

AIPD

2023_r1 edition

Application

12074211

The present invention is directed to diagnostic imaging of small pulmonary nodules. There are two main stages in the evaluation of pulmonary nodules from Computed Tomography (CT) scans: detection, in which the locations of possible nodules are identified, and characterization, in which a nodule is represented by measured features that may be used to evaluate the probability that the nodule is cancer. Currently, the most useful prediction feature is growth rate, which requires the comparison of size estimates from two CT scans recorded at different times. The present invention includes methods for detection and feature extraction for size characterization. The invention focuses the analysis of small pulmonary nodules that are less than 1 centimeter in size, but is also suitable for larger nodules as well.

VisionA61B 6/5258G06T 5/20G06T 7/0012G06T 7/11G06T 7/155G06T 2207/10081G06T 2207/30064

AI classification

Vision1.00
Machine learning0.38
AI hardware0.33
Knowledge representation0.00
Evolutionary computation0.00
Natural language0.00
Planning0.00
Speech0.00
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