Method and System for Measuring a Composition in a Blood Fluid
First Claim
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1. A system for measuring a composition of a blood fluid comprising:
- at least one neural-network for processing a plurality of measurements taken by a non-invasive measuring unit to determine an overall measurement of the composition in the blood fluid, wherein a linear equation associated with each output node of the at least one neural network is determined from a controlled source prior to training the at least one neural network.
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Abstract
A system (10) and method for measuring a composition in the blood fluid is disclosed. The system (10) comprises a non-invasive measuring unit (12) for measuring the composition; and at least one neural network (16) for processing a plurality of measurements taken by the non-invasive measuring unit (12) to determine an overall measurement of the composition in the blood fluid. A further aspect of the invention discloses a computer-readable medium for performing the above method.
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Citations
35 Claims
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1. A system for measuring a composition of a blood fluid comprising:
at least one neural-network for processing a plurality of measurements taken by a non-invasive measuring unit to determine an overall measurement of the composition in the blood fluid, wherein a linear equation associated with each output node of the at least one neural network is determined from a controlled source prior to training the at least one neural network. - View Dependent Claims (4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34)
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2. A system for measuring a composition of a blood fluid comprising:
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a non-invasive measuring unit for measuring the composition; and at least one neural network for processing a plurality of measurements taken by the non-invasive measuring unit to determine an overall measurement of the composition in the blood fluid, wherein a linear equation associated with each output node of the at least one neural network is determined from a controlled source prior to training the at least one neural network.
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3. A method of measuring a composition in a blood fluid comprising:
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Obtaining a plurality of measurements from a non-invasive measuring unit, and processing the plurality of measurements by at least one neural network to determine an overall measurement of the composition in the blood fluid, wherein a linear equation associated with each output node of the at least one neural network is determined from a controlled source prior to training the at least one neural network.
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35. A computer-readable medium having recorded thereon:
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Means for receiving a plurality of measurements of a composition of a blood fluid, and at least one neural network to process the plurality of measurements of the composition of the blood fluid, such that an overall measurement of the composition in the blood fluid is determined, wherein a linear equation associated with each output node of the at least one neural network is determined from a controlled source prior to training the at least one neutral network.
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Specification