US 11,887,712 B2
Method and system for classifying detected events as labeled event combinations for processing at a client application
Anirban Roy, Agoura Hills, CA (US); and Benyamin Grosman, Valley Village, CA (US)
Assigned to MEDTRONIC MINIMED, INC., Northridge, CA (US)
Filed by MEDTRONIC MINIMED, INC., Northridge, CA (US)
Filed on Dec. 11, 2020, as Appl. No. 17/120,054.
Claims priority of provisional application 62/948,007, filed on Dec. 13, 2019.
Prior Publication US 2021/0183490 A1, Jun. 17, 2021
Int. Cl. G16H 20/17 (2018.01); G16H 20/10 (2018.01); G16H 50/50 (2018.01); G16H 40/67 (2018.01); G16H 10/40 (2018.01); G16H 20/60 (2018.01); G06F 16/23 (2019.01); G06F 16/245 (2019.01); A61B 5/11 (2006.01); A61B 5/145 (2006.01); A61B 5/00 (2006.01); A61M 5/172 (2006.01); G16H 20/30 (2018.01); G06F 18/214 (2023.01); G06N 7/01 (2023.01); G06V 10/80 (2022.01); G06V 40/20 (2022.01)
CPC G16H 20/10 (2018.01) [A61B 5/1118 (2013.01); A61B 5/14532 (2013.01); A61B 5/4866 (2013.01); A61B 5/7267 (2013.01); A61B 5/7278 (2013.01); A61B 5/7282 (2013.01); A61M 5/1723 (2013.01); G06F 16/2379 (2019.01); G06F 16/245 (2019.01); G06F 18/214 (2023.01); G06F 18/2148 (2023.01); G06N 7/01 (2023.01); G06V 10/809 (2022.01); G16H 10/40 (2018.01); G16H 20/17 (2018.01); G16H 20/30 (2018.01); G16H 20/60 (2018.01); G16H 40/67 (2018.01); G16H 50/50 (2018.01); G06V 40/20 (2022.01)] 20 Claims
OG exemplary drawing
 
1. A processor-implemented method, comprising:
receiving input data for different combinations of detected events;
processing each combination of detected events of the different combinations of detected events, the processing comprising:
classifying the combination of detected events using a classifier to map the combination of detected events to a probability of an increased insulin delivery demand or a probability of a decreased insulin delivery demand;
labeling the classified combination of detected events with a label to generate a labeled event combination having the probability of the increased insulin delivery demand or the probability of the decreased insulin delivery demand; and
storing the labeled event combination in a database of labeled event combinations;
retrieving, in response to receiving input data for a subsequent combination of detected events, a labeled event combination from the database of labeled event combinations; and
controlling, in accordance with the retrieved labeled event combination, an insulin delivery device to adjust insulin delivery by the insulin delivery device.