Blood processing apparatus with robust automated process control
View Patent ↗A centrifuge for separating blood having a camera observing fluid flow, and a controller controlling the flow. The location of an interface is detected by image processing steps, which may comprise the steps of “spoiling” the image, “diffusing” the image, “edge detection”, “edge linking”, “region-based confirmation”, and “interface calculation”. “Spoiling” reduces the number of pixels to be examined preferentially on orthogonal axis oriented with respect to the expected location of the interface or phase boundary. “Diffusing” smoothes out small oscillations in the interface boundary, making to the location of the interface more distinct. “Edge detection” computes the rate of change in pixel intensity. “Edge linking” connects adjacent maxima. “Region-based confirmation” creates a pseudo image of the regions that qualify as distinct. “Final edge calculation” uses the points where the shade changes in the pseudo image, averages the radial displacement of these points for the interface position.
1. A centrifuge blood processing system for separating fluid components comprising:
a separation chamber rotating about a central rotation axis,
at least one pump regulating fluid flow in said separation chamber;
a light source in optical communication with said density centrifuge blood processing system for providing an incident light beam for illuminating an observation region on said density centrifuge blood processing system, thereby generating light transmitted, scattered or both from said observation region;
a light collection element in optical communication with said density centrifuge blood processing system for collecting at least a portion of said light transmitted, scattered or both from said observation region and for directing at least a portion of said light transmitted, scattered or both from said observation region onto a two-dimensional detector;
the two-dimensional detector positioned to receive and detect said light transmitted, scattered or both from said observation region provided by said light collection element, as a field of pixels, each pixel having an intensity;
a computational apparatus using, for a particular image, a plurality of image processing procedures in series to distinguish one or more phase boundaries,
said computational apparatus being programmed with a control program that causes said control apparatus to determine a set of gradients of said pixel intensities, and
to assign a value representing a phase boundary to pixel locations for said gradients which exceed adjacent gradients in a selected direction and to assign an intensity representing a phase to pixel locations for said gradients which do not exceed adjacent gradients in said selected direction.
2. The centrifuge blood processing system of claim 1 wherein said control program causes said computational apparatus to assign an intensity representing a phase boundary to pixel locations only if the gradient at said location exceeds a threshold value.
3. The density centrifuge blood processing system of claim 1 wherein said control program causes said computational apparatus to assign an intensity representing a phase boundary to pixel locations if the gradient at said location exceeds a threshold value and to assign an intensity representing a phase to pixel locations for said gradients which do not exceed said threshold value.
4. The density centrifuge blood processing system of claim 3 wherein wherein said set of gradients is normalized with respect to a maximum gradient.
5. The density centrifuge blood processing system of claim 4 wherein a number of said normalized gradients falling within a range of a selected number of ranges of said normalized gradients are counted.
6. The density centrifuge blood processing system of claim 5 wherein said threshold value is set at the average value of said normalized gradients.