US 11,837,361 B2
System or method for real-time analysis of remote health data aggregated with vital signs to provide remote assistance
Ajay Behuria, Hartford, CT (US); Alan Bachman, Hartford, CT (US); Vatsamanu Marulachary, Hartford, CT (US); and Anthony J. Cevoli, Hartford, CT (US)
Assigned to Aetna Inc., Hartford, CT (US)
Filed by Aetna Inc., Hartford, CT (US)
Filed on Feb. 28, 2020, as Appl. No. 16/805,194.
Prior Publication US 2021/0272690 A1, Sep. 2, 2021
Int. Cl. G16H 40/67 (2018.01); G16H 80/00 (2018.01); A61B 5/20 (2006.01); A61B 90/00 (2016.01); G06N 20/00 (2019.01); A61B 5/00 (2006.01)
CPC G16H 40/67 (2018.01) [A61B 5/201 (2013.01); A61B 5/749 (2013.01); A61B 90/36 (2016.02); G06N 20/00 (2019.01); G16H 80/00 (2018.01); A61B 2090/365 (2016.02); A61B 2505/01 (2013.01)] 20 Claims
OG exemplary drawing
 
1. A method for analyzing care data, the method comprising:
building a virtual model of a physical medical device;
providing training to a patient associated with the physical medical device to properly use the physical medical device by manipulating the virtual model;
receiving, by a cloud service, first care data associated with a first sensor associated with the physical medical device and second care data associated with a second sensor;
analyzing, by the cloud service, the first care data to obtain a first care data score;
analyzing, by the cloud service, the second care data to obtain a second care data score;
scoring, by the cloud service using a machine learning algorithm, the first care data score and the second care data score to obtain a combined care score;
determining, by the cloud service, whether the combined care score is greater than a threshold; and
triggering, by the cloud service, an emergency procedure when it is determined that the combined care score is greater than the threshold.
 
19. A device for analyzing care data comprising:
a processor; and
a non-transitory computer readable medium storing instructions, that when executed by the processor, cause the processor to perform steps comprising:
building a virtual model of a physical medical device;
providing training to a patient associated with the physical medical device to properly use the physical medical device in response to manipulation of the virtual model;
receiving first care data associated with a first sensor associated with the physical medical device and second care data associated with a second sensor to the cloud service;
analyzing the first care data to obtain a first care data score;
analyzing the second care data to obtain a second care data score;
scoring, using a machine learning algorithm, the first care data score and the second care data score to obtain a combined care score;
determining whether the combined care score is greater than a threshold; and
triggering an emergency procedure when it is determined that the combined care score is greater than the threshold.