STENT MARKER DETECTION USING A LEARNING BASED CLASSIFIER IN MEDICAL IMAGING

Patent №

US 9,119,573

Granted

2015-09-01

Filed 2010

Owner

SIEMENS CORPORATION

+1 more

Lab

AI components

2

ml · vision

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

12960635

Stent marker detection is automatically performed. Stent markers in fluoroscopic images or other markers in other types of imaging are detected using a machine-learnt classifier. Hierarchal classification may be used, such as detecting individual markers with one classifier and then detecting groups of markers (e.g., a pair) with a joint classifier. The detection may be performed in a single image and without user indication of a location.

Machine learningVisionA61B 6/12A61B 6/504A61B 34/10G06T 7/0012G16H 50/50A61B 6/503G06T 2207/20064G06T 2207/20081+1 more

AI classification

Vision1.00
Machine learning1.00
AI hardware0.27
Evolutionary computation0.09
Natural language0.04
Knowledge representation0.02
Planning0.00
Speech0.00

Ownership

SIEMENS CORPORATION

assignment · 254500382

SIEMENS AKTIENGESELLSCHAFT

assignment · 254520046

Assignors

LU, XIAOGUANG, CHEN, TERRENCE, COMANICIU, DORIN

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

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