SYSTEM AND METHOD FOR FETAL BIOMETRIC MEASUREMENTS FROM ULTRASOUND DATA AND FUSION OF SAME FOR ESTIMATION OF FETAL GESTATIONAL AGE

Patent №

US 7,783,095

Granted

2010-08-24

Filed 2006

Owner

SIEMENS MEDICAL SOLUTIONS USA, INC.

+1 more

Lab

AI components

2

ml · vision

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

11463341

A method for segmenting and measuring anatomical structures in fetal ultrasound images includes the steps of providing a digitized ultrasound image of a fetus comprising a plurality of intensities corresponding to a domain of points on a 3-dimensional grid, providing a plurality of classifiers trained to detect anatomical structures in said image of said fetus, and segmenting and measuring an anatomical structure using said image classifiers by applying said elliptical contour classifiers to said fetal ultrasound image, wherein a plurality of 2-dimensional contours characterizing said anatomical structure are detected. The anatomical structure measurement can be combined with measurement of another anatomical structure to estimate gestational age of the fetus.

Machine learningVisionA61B 8/0866A61B 8/483G06F 18/2321G06F 18/251G06T 7/62G06V 10/763G06V 10/803A61B 8/523+2 more

AI classification

Vision1.00
Machine learning1.00
AI hardware0.07
Natural language0.01
Speech0.00
Planning0.00
Knowledge representation0.00
Evolutionary computation0.00

Ownership

SIEMENS MEDICAL SOLUTIONS USA, INC.

assignment · 185830347

SIEMENS CORPORATE RESEARCH, INC.

correct · 193740807

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