| CPC G06T 7/0016 (2013.01) [G06F 18/24 (2023.01); G06T 7/62 (2017.01); G06V 10/764 (2022.01); G01F 1/00 (2013.01); G01F 1/661 (2013.01); G06T 2207/10016 (2013.01); G06T 2207/10024 (2013.01); G06T 2207/30024 (2013.01); G06T 2207/30104 (2013.01); G06V 2201/03 (2022.01)] | 20 Claims |

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1. A computer-implemented method for estimating a volume of blood within fluids being drawn through a conduit with a system including a camera, one or more processors, and a display, the method comprising:
receiving a time series of images of a conduit image region of the conduit, wherein the conduit image region includes a shallow section in which a dimension of the conduit along an optical axis of the camera is such that opacity of the fluids from redness associated with red blood cells or hemoglobin is limited to permit pixel color visualization in the time series of images;
estimating a concentration of a blood component of the fluids based on the pixel color visualization;
estimating a volumetric flow rate of the fluids;
estimating the volume of blood passing through the conduit based on the estimated concentration of the blood component and the estimated volumetric flow rate; and
displaying, on a display, the estimated volume of blood.
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