Method and system to enable physician labels on a remote server and use labels to verify and improve algorithm results

A system comprising:

• a transceiver adapted to receive patient data from a sensor, the patient data comprising patient physiological data;
• a storage device having a programmatic code defining an automated diagnostic technique;
• an operating device comprising an analysis module adapted to execute the automated diagnostic technique and to use the patient data in the automated diagnostic technique to obtain a result reflecting risk of a first physiological event;
• a user-interface configured to:
• communicate the result to a clinician;
• and
• receive a message from the clinician, wherein the message includes a clinician observation of the patient;
• and
• a verification module configured to determine whether the observation is inconsistent with the result, wherein the analysis module is further adapted to use the clinician observation to modify the diagnostic technique for subsequent performance of the diagnostic technique if the message is inconsistent with the result, and wherein the analysis module is further adapted to maintain the diagnostic technique if the message is consistent with the result.

An apparatus comprising:

• means for receiving patient data from a sensor, the patient data comprising patient physiological data;
• means for using the patient data in an automated diagnostic technique to obtain a result reflecting risk of a first physiological event, wherein the diagnostic technique is a programmatic code;
• means for communicating the result to a clinician;
• means for receiving a message from the clinician, wherein the message includes a clinician observation of the patient;
• means for determining whether the observation is inconsistent with the result;
• means for selectively modifying the diagnostic technique using the clinician observation for a subsequent performance of the diagnostic technique if the message is inconsistent with the result, and for executing the modified diagnostic technique to obtain a new result;
• and
• a means for maintaining the current diagnostic technique if the message is consistent with the result.