VISUALIZATION AND QUANTIFICATION OF LUNG DISEASE UTILIZING IMAGE REGISTRATION

Patent №

US 9,760,989

Granted

2017-09-12

Filed 2014

Owner

VIDA DIAGNOSTICS, INC.

Lab

AI components

2

ml · vision

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14279207

Methods and systems for assessing lung function using volumetric images obtained at inspiration and expiration. The method may include processing the first and second set of images to identify known anatomical structures of the lungs, registering the first set of images to the second set of images to match voxels of the first set of images to voxels of the second set of images as matched pairs of inspiratory and expiratory voxels, calculating a continuous probability of a lung characteristic at a location of the matched pairs of voxels, and displaying the result on a display. The method may also include classifying lung tissue at each location as normal, having air trapping without emphysema, or being emphysematous.

Machine learningVisionA61B 6/032A61B 6/50A61B 6/5217A61B 6/5235G06F 18/22G06F 18/24G06T 7/0012G06T 7/0016+10 more

AI classification

Vision0.99
Machine learning0.81
Planning0.04
Evolutionary computation0.02
Knowledge representation0.00
AI hardware0.00
Speech0.00
Natural language0.00

Ownership

VIDA DIAGNOSTICS, INC.

assignment · 341180107

Assignors

YIN, YOUBING, RAFFY, PHILIPPE, WOOD, SUSAN A.

On an employer assignment, the assignors are typically the inventors.

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