MEDICAL IMAGE REGISTRATION GUIDED BY TARGET LESION

Patent №

US 11,062,467

Granted

2021-07-13

Filed 2020

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

5

ml · vision · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16782362

Machine logic (for example, software) for registering multiple medical images, each showing a common lesion, with each other. In performing this registration, registration points are chosen to be both: (i) outside of image portion that is potentially compromised by the lesion (in any of the multiple images); and (ii) as close to the lesion as possible. However, in at least one of the images the extent of the lesion is not known—so, in order to accommodate this uncertainty about the lesion boundaries, lesion predicting machine logic rules are used to predict the size, shape and/or location of the lesion. Machine learning is used to intermittently adjust and improve the lesion predicting machine logic rules.

Machine learningVisionKnowledge representationPlanningAI hardwareG06T 7/30G06T 7/0012G06T 7/0016G06T 7/33G06V 20/695G01N 15/1433G06T 2207/10072G06T 2207/20081+1 more

AI classification

Vision1.00
Machine learning1.00
AI hardware0.99
Planning0.95
Knowledge representation0.80
Evolutionary computation0.10
Natural language0.04
Speech0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 517260107

Assignors

PARK, SUN YOUNG, SARGENT, DUSTIN M.

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

From the same owner

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