SYSTEMS AND METHODS FOR GENERATING SUMMARY MEDICAL IMAGES

Patent №

US 11,636,638

Granted

2023-04-25

Filed 2020

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

3

ml · vision · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16942805

There is provided a computer implemented method for generating summary images from 3D medical images, comprising: receiving a 3D medical image, dividing the 3D medical images into a sequence of a plurality 2D images, computing a similarity dataset indicative of an amount of similarity between each pair of the plurality of 2D images, segmenting the similarity dataset into a plurality of slabs by minimizing the amount of similarity between consecutive slabs and maximizing the amount of similarity within each slab, aggregating, for each respective slab, the plurality of 2D images into a respective summary image, and presenting on a display, the respective summary image.

Machine learningVisionPlanningG06T 11/60G06V 10/761G06F 18/22G06N 3/045G06N 3/0455G06N 3/0464G06N 3/08G06N 3/09+8 more

AI classification

Vision1.00
Machine learning0.94
Planning0.68
AI hardware0.30
Knowledge representation0.27
Natural language0.09
Evolutionary computation0.00
Speech0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 533490883

Assignors

GILBOA-SOLOMON, FLORA, ZLOTNICK, AVIAD

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

From the same owner

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