CONTENT-BASED MEDICAL IMAGE RENDERING BASED ON MACHINE LEARNING

Patent №

US 9,760,690

Granted

2017-09-12

Filed 2016

Owner

SIEMENS MEDICAL SOLUTIONS USA, INC.

+1 more

Lab

AI components

3

ml · vision · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15191043

An artificial intelligence agent is machine trained and used to provide physically-based rendering settings. By using deep learning and/or other machine training, settings of multiple rendering parameters may be provided for consistent imaging even in physically-based rendering.

Machine learningVisionAI hardwareG16H 30/40G06F 18/217G06F 18/2414G06N 3/006G06N 3/0464G06N 3/09G06N 3/092G06N 20/00+12 more

AI classification

Vision1.00
Machine learning1.00
AI hardware0.84
Planning0.24
Speech0.06
Natural language0.02
Knowledge representation0.02
Evolutionary computation0.00

Ownership

SIEMENS MEDICAL SOLUTIONS USA, INC.

assignment · 391200696

SIEMENS HEALTHCARE GMBH

assignment · 405110509

Assignors

PETKOV, KALOIAN, MIAO, SHUN, YU, DAPHNE, GEORGESCU, BOGDAN, MANSI, TOMMASO, COMANICIU, DORIN

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

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