General Electric Company

Ge Precision Healthcare LLC

Fengchao Zhang

Ping Xue

James Zhengshe Liu

Ching-Yeu Wei

Paul Richard Granfors

Gireesha Chinthamani Rao

Donald Fayette Langler

Richard Gordon Cronce

John Robert Lamberty

German Guillermo Vera

Justin M Wanek

Shijia Zhang

Najib Akram

German Guillermo Vera-Gonzalez

A method for automatic selection of display settings for a medical image is provided. The method includes receiving a medical image, mapping the medical image to an appearance classification cell of an appearance classification matrix using a trained deep neural network, selecting a first WW and a first WC for the medical image based on the appearance classification and a target appearance classification, adjusting the first WW and the first WC based on user preferences to produce a second WW and a second WC, and displaying the medical image with the second WW and the second WC via a display device.

Systems and methods for consistent presentation of medical images using deep neural networks

A method for controlling a X-ray radiography system includes acquiring data from a digital X-ray detector, characterizing electromagnetic interference based upon the acquired data, selecting an electromagnetic interference compensation algorithm based upon the characterized electromagnetic interference, acquiring X-ray imaging data via the digital X-ray detector based upon the selected electromagnetic interference compensation algorithm, and processing the X-ray imaging data to produce image data capable of reconstruction in a user viewable form.

Radiological image noise reduction system and method

Systems, methods and apparatus are provided through which in some implementations field-effect-transistor (FET) leakage from a pixel array panel of a digital X-ray detector is reduced by acquiring an image and an offset image from the pixel array panel of the digital X-ray detector while a negative voltage of the pixel array panel is at a higher level than a negative voltage of a threshold state of the pixel array panel of the digital X-ray detector.

Systems, methods and apparatus for reduction of field-effect transistor leakage in a digital X-ray detector

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Beijing, China

Fengchao Zhang