System and method for real-time feature sensitivity analysis based on contextual information
First Claim
1. A method for assigning feature sensitivity values to a set of measurements to be taken during a medical procedure of a patient in order to provide a medical diagnosis, the method comprising:
- receiving data from a sensor representing a particular medical measurement;
analyzing the received data and context data with respect to one or more sets of training models;
deriving feature sensitivity values for the particular medical measurement and other measurements to be taken based on the analysis; and
outputting the feature sensitivity values.
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Abstract
A system and method for assigning feature sensitivity values to a set of potential measurements to be taken during a medical procedure of a patient in order to provide a medical diagnosis is disclosed. Data is received from a sensor that represents a particular medical measurement. The received data and context data are analyzed with respect to one or more sets of training models. Feature sensitivity values are derived for the particular medical measurement and other potential measurements to be taken based the analysis, and the feature sensitivity values are outputted.
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Citations
36 Claims
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1. A method for assigning feature sensitivity values to a set of measurements to be taken during a medical procedure of a patient in order to provide a medical diagnosis, the method comprising:
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receiving data from a sensor representing a particular medical measurement;
analyzing the received data and context data with respect to one or more sets of training models;
deriving feature sensitivity values for the particular medical measurement and other measurements to be taken based on the analysis; and
outputting the feature sensitivity values. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20)
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21. A system for assigning feature sensitivity values to a set of potential measurements to be taken during a medical procedure of a patient in order to provide a medical diagnosis, the system comprising:
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a medical sensor that provides data pertaining to medical measurements taken of a patient;
a processor connected to the medical sensor, the processor receiving the data from the medical sensor and context data relating to the patient, the processor analyzing the sensor data and context data and determining feature sensitivity values for a set of potential measurements to be taken by the sensor; and
a display device for displaying the sensor data and feature sensitivity values. - View Dependent Claims (22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36)
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Specification