Medical imaging system

Patent №

US 8,422,754

Granted

2013-04-16

Filed 2011

Owner

SIEMENS INFORMATION SYSTEMS LTD.

+2 more

Lab

AI components

5

ml · vision · planning · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

13027343

A medical imaging system for processing an original medical image is provided. The system includes a seed generator for receiving the original medical image representing an original blood vessel and to generate coarse seeds on a basis of vesselness feature in respect to every pixel of the original blood vessel represented by the medical image, and a seed processor for receiving the coarse seeds and for processing the coarse seeds to select a set of refined seeds on a basis of the regression profile for each of the coarse seed by using random forest classification, such that the set of refined seeds are selected from the coarse seeds such that the set of refined seeds adapted to lie on a corrected blood vessel.

Machine learningVisionPlanningEvolutionary computationAI hardwareG06T 7/12G06T 2207/20156G06T 2207/30101G06T 2207/30172G06V 2201/03

AI classification

Vision1.00
Machine learning1.00
Planning0.99
AI hardware0.94
Evolutionary computation0.57
Knowledge representation0.02
Natural language0.00
Speech0.00

Ownership

SIEMENS INFORMATION SYSTEMS LTD.

assignment · 280260121

SIEMENS CORPORATION

assignment · 280350213

SIEMENS AKTIENGESELLSCHAFT

assignment · 298740654

Assignors

SUNDAR, HARI

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

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