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Radiological Machine Learning Based Quantitative Imaging Software With Change Control Plan

Page Type
Product Code
Definition
A radiological machine learning quantitative imaging software with predetermined change control plan is a software-only device which employs machine learning algorithms on radiological images to provide quantitative imaging outputs. The device includes functions to support outputs such as view selection, segmentation and landmarking. The design specifications include planned modifications that may be made to the device consistent with an established predetermined change control plan.
Physical State
Software device.
Technical Method
Software implementing artificial intelligence including adaptive machine learning algorithms trained with clinical and/or artificial data. The training data typically impacts generalizability of the device. The device involves a specific plan for how the machine learning algorithms could be modified in the future.
Target Area
The device operates on radiological images of the human body.
Regulation Medical Specialty
Radiology
Review Panel
Radiology
Submission Type
510(K)
Device Classification
Class 2
Regulation Number
892.2055
GMP Exempt?
No
Summary Malfunction Reporting
Ineligible
Implanted Device
No
Life-Sustain/Support Device
No
Third Party Review
Not Third Party Eligible

No Linked CFR Text

Product code QVD is linked to regulation 21CFR892.2055, which does not seem to exist yet. It may be pending at the moment.

Radiological Machine Learning Based Quantitative Imaging Software With Change Control Plan

Page Type
Product Code
Definition
A radiological machine learning quantitative imaging software with predetermined change control plan is a software-only device which employs machine learning algorithms on radiological images to provide quantitative imaging outputs. The device includes functions to support outputs such as view selection, segmentation and landmarking. The design specifications include planned modifications that may be made to the device consistent with an established predetermined change control plan.
Physical State
Software device.
Technical Method
Software implementing artificial intelligence including adaptive machine learning algorithms trained with clinical and/or artificial data. The training data typically impacts generalizability of the device. The device involves a specific plan for how the machine learning algorithms could be modified in the future.
Target Area
The device operates on radiological images of the human body.
Regulation Medical Specialty
Radiology
Review Panel
Radiology
Submission Type
510(K)
Device Classification
Class 2
Regulation Number
892.2055
GMP Exempt?
No
Summary Malfunction Reporting
Ineligible
Implanted Device
No
Life-Sustain/Support Device
No
Third Party Review
Not Third Party Eligible

No Linked CFR Text

Product code QVD is linked to regulation 21CFR892.2055, which does not seem to exist yet. It may be pending at the moment.