Patent ID: 11923079
Assignee: VIGNET INCORPORATED
Field: Medical technology (Instruments)
Classification: CPC G | IPC G

Claim 12:
13. A method performed by one or more computers, the method comprising:
providing, to a user device over the communication network, an interface to specify and adjust relationships among data sources and data processing operations in a marker for a health outcome;
identifying, based on data in the database, a set of available variable classes for which stored data is available in the database or (ii) data can be obtained from remote devices, the set of available variable classes including measurements for at least one of physiological or behavioral parameters;
providing, to the user device, an indication of the available variable classes to the user device;
receiving, from the user device, data indicating a selection of a subset of the available variable classes;
generating a marker definition fora marker fora health outcome based on the selected subset of variable classes, the marker being configured to generate a marker score indicative of the health outcome based on input values for the variable classes in the selected subset;
applying the marker specified by the marker definition to a data set, including (i) generating marker scores for examples in the data set using the marker and (ii) evaluating performance of the marker including accuracy of the marker scores in predicting the health outcome, wherein evaluating the performance of the marker comprises determining whether a measure of the performance of the marker satisfies at least one performance criterion; and
based on determining that the measure of the performance of the marker satisfies the at least one performance criterion, enabling one or more devices to apply the marker, including causing a remote device to perform data collection for the subset of variable classes used in the marker such that a marker score for the marker is generated based on data collected by the remote device.