Canon develops new technology for DR control software that utilizes AI technology to reduce digital radiography image noise by up to 50% compared with Canon’s

TOKYO, March 23, 2022—Canon Inc. announced these days that the corporation has produced the new “Clever NR” (Fda 510K Variety: K212269) technological know-how for the command program1 for the company’s CXDI sequence of electronic radiography2 (DR) devices3.

Intelligent NR logo

CXDI-710C Wireless (Released in July 2017)

CXDI-710C Wi-fi
(Introduced in July 2017)

Application of Intelligent NR

Application of Intelligent NR
remaining: conceptual graphic making use of Canon’s common NR
proper: conceptual picture after implementing Intelligent NR

The CXDI collection of electronic radiography equipment, released in 1998, was remarkably praised by shoppers for its excellent usability and high graphic top quality. Canon’s freshly created graphic processing engineering utilizes deep discovering AI know-how to make images with decreased image graininess as opposed with the firm’s traditional sound reduction technology. This new technology has the prospective to help greater-excellent diagnoses on the entrance line of health care remedy and make achievable higher-excellent imaging with lessens X-ray dosages for individuals.

Through Canon’s yrs of acquiring DR systems, the firm has endeavored to reduce the radiation dosage needed for digital X-ray imaging although at the exact same time lowering sign noise in captured photos. A rule-primarily based impression processing algorithm is used with Canon’s current sound reduction processing to minimize sound by developing and applying a established of procedures that identify qualities of sign sound in X-ray visuals. However, this method is confined in its potential to system sounds, and based on the space of the client staying examined as properly as other ailments, tries to proper graphic graininess has resulted in pictures of the topic that are fewer sharp.

Smart NR is based on Canon’s proprietary AI technological innovation that makes use of deep studying and has been skilled making use of close to 3,000 X-ray illustrations or photos received around the training course of the firm’s extended heritage of developing the CXDI collection of medical imaging. Employing these pictures, the technological innovation utilized machine mastering to realize the unique attributes of sign sounds4. As a final result, sign sounds has been diminished when as opposed with present systems and the efficiency of sign sound removal—a reduction of up to 50%5—has been amplified although keeping the stage of sign toughness necessary for imaging.

Going ahead, Canon will continue on producing its Smart NR technological innovation as a dedicated application possibility for its CXDI sequence of DR techniques.

  • 1Compensated program that shows visuals captured by CXDI-series DR devices on a Computer system or other terminal. Intelligent NR is appropriate with CXDI Manage Software program v.3.10 and above.
  • 2DR devices hire a scintillator that converts X-rays into seen mild, and a big-scale flat-panel sensor to use the gentle to make a digital image.
  • 3Suitable products: CXDI-710C Wireless, CXDI-810C Wi-fi, CXDI-410C Wireless (all styles launched in July 2017).
  • 4Smart NR takes advantage of AI technology at the design and style stage of signal noise reduction processing. The product or service by itself does not discover with AI from obtained photographs.
  • 5Based on Canon investigate comparing Canon CXDI Control Application v2.19.2 before and following software of the image-processing algorithm.

Reference: Comparison of sounds reduction effects when making use of Intelligent NR

1. Visuals captured making use of instrument for assessing overall performance of X-ray diagnostic systems (Burger Phantom)

No processing

No processing

Conventional processing

Common processing

Intelligent NR

Intelligent NR

2. Comparison of topic-primarily based sounds reduction

Picture of upper body location (baby)

No processing

No processing

Conventional processing

Common processing

Intelligent NR

Clever NR

No processing

No processing

Conventional processing

Typical processing

Intelligent NR

Clever NR