Medical line detection and monitoring using video
A system for detecting and monitoring lines in a healthcare setting includes a medical device positioned in a healthcare facility. A line extends from the medical device. At least one imaging device is positioned in the healthcare facility to identify the line. A computer determines whether an unwanted condition of the line has occurred.
1 . A system for detecting and monitoring lines in a healthcare setting, the system comprising:
a medical device positioned in a healthcare facility,
a line extending from the medical device,
at least one imaging device positioned in the healthcare facility and separate from the medical device, wherein the at least one imaging device detects the line and identifies the line, and
a computer device having a processor and executable instructions stored on a non- transitory computer readable medium, wherein the execution of the executable instructions configures the processor to;
analyze an image of the line from the at least one imaging device to determine whether an unwanted condition of the line has occurred,
segment the image to remove any portions of the image that do not include the line,
trace a path of the line with a curvature analysis algorithm that fits the path to a curve of appropriate order, and
determine whether the unwanted condition of the line has occurred based on the curve.
2 . The system of claim 1 , wherein the execution of the executable instructions configures the processor to:
locate a terminus of the line, and
identify the unwanted condition of the line if the terminus is located at an unexpected position.
3 . The system of claim 1 , wherein the execution of the executable instructions configures the processor to:
detect a flow rate through the line, and
identify the unwanted condition if the flow rate does not match a predetermined flow rate.
4 . The system of claim 1 , further comprising an alert, wherein the execution of the executable instructions configures the processor to activate the alert, if the unwanted condition of the line is detected.
5 . The system of claim 4 , wherein the alert is at least one of a visual alert, audible alert, and vocal alert.
6 . The system of claim 4 , wherein the alert identifies the line that has experienced the unwanted condition.
7 . The system of claim 1 , wherein the execution of the executable instructions configures the processor to process the image using at least one of convolutional operations, thresholding edge enhancement, and machine learning.
8 . The system of claim 1 , wherein the execution of the executable instructions configures the processor to detect the presence of compounds in fluids moving through the line.
9 . The system of claim 1 , wherein the at least one imaging device includes at least one of a video camera, and infrared camera, a depth camera, and a thermal camera.
10 . The system of claim 9 , wherein the image of the line includes at least one of a visible image, an infrared image, a depth image, and a thermal image.
11 . The system of claim 1 , wherein the at least one imaging device is mounted on at least one of a wall of the healthcare facility, a ceiling of the healthcare facility, or a fixture in the healthcare facility.
12 . The system of claim 1 , wherein the line includes at least one of an intravenous line, a percutaneously inserted central catheter, a central line, a catheter tube, an endotracheal tube, an extracorporeal membrane oxygenation line, an electroencephalogram line, an electrocardiogram line, a pulse oximeter line, a power cord, and a universal serial bus cord.
13 . The system of claim 1 , wherein the line includes a visual indicator that is detected by the at least one imaging device to identify the line.
14 . The system of claim 13 , wherein the visual indicator includes a dye flowing through the line.
15 . The system of claim 13 , wherein the visual indicator includes at least one of a fiducial marker, a grid, a barcode, a QR code, or a dot pattern on the line.
16 . The system of claim 13 , wherein the visual indicator is made with at least one of visible ink and infrared ink.
17 . The system of claim 13 , wherein the visual indicator includes an optical emitter coupled to generate propagation of light through the line.
18 . The system of claim 17 , wherein the optical emitter is modulated to generate a pattern of illumination that can be read temporally.
19 . A system for detecting and monitoring lines in a healthcare setting, the system comprising:
a medical device positioned in a healthcare facility,
a line extending from the medical device,
at least one imaging device positioned in the healthcare facility and separate from the medical device, wherein the at least one imaging device detects the line and identifies the line, and
a computer device having a processor and executable instructions stored on a non- transitory computer readable medium, wherein the execution of the executable instructions configures the processor to analyze an image of the line from the at least one imaging device to determine whether an unwanted condition of the line has occurred,
wherein the unwanted condition includes at least one of unwanted removal of the line, a kink in the line, the line touching the floor, disconnection of the line, a severed line, and a tangled line.