US 11,744,981 B2
Internet of things (IoT) real-time response to defined symptoms
Mahmoud Amin, Poughkeepsie, NY (US); Krishna R. Tunga, Wappingers Falls, NY (US); Lawrence A. Clevenger, Saratoga Springs, NY (US); Zhenxing Bi, Niskayuna, NY (US); and Leigh Anne H. Clevenger, Rhinebeck, NY (US)
Assigned to INTERNATIONAL BUSINESS MACHINES CORPORATION, Armonk, NY (US)
Filed by International Business Machines Corporation, Armonk, NY (US)
Filed on Oct. 18, 2021, as Appl. No. 17/503,829.
Application 17/503,829 is a continuation of application No. 16/217,926, filed on Dec. 12, 2018, granted, now 11,185,658.
Application 16/217,926 is a continuation in part of application No. 16/106,872, filed on Aug. 21, 2018, abandoned.
Prior Publication US 2022/0032000 A1, Feb. 3, 2022
Int. Cl. A61M 21/02 (2006.01); G08B 21/02 (2006.01); A61B 5/00 (2006.01); G06N 3/042 (2023.01); H04L 67/12 (2022.01); G08B 7/06 (2006.01); A61H 1/00 (2006.01)
CPC A61M 21/02 (2013.01) [A61B 5/7264 (2013.01); A61B 5/7405 (2013.01); A61B 5/747 (2013.01); A61B 5/749 (2013.01); A61B 5/7455 (2013.01); A61H 1/00 (2013.01); G06N 3/042 (2023.01); G08B 7/06 (2013.01); G08B 21/02 (2013.01); H04L 67/12 (2013.01); A61H 2201/5007 (2013.01); A61H 2205/062 (2013.01); A61H 2205/081 (2013.01)] 20 Claims
OG exemplary drawing
 
1. A system, comprising:
a memory that stores computer executable components;
a processor, operably coupled to the memory, and that executes the computer executable components stored in the memory, wherein the computer executable components comprise:
a machine learning component configured to:
track, via one or more sensors, locations of an entity and states of one or more characteristics of the entity over a defined period of time, and
train a neural network, based on correlating the locations with the states, to learn a first state of the one or more characteristics of the entity indicative of the entity having a fear of being in a confined space; and
a response component configured to:
in response to detecting, by the neural network, via the one or more sensors, the first state of the one or more characteristics of the entity indicative of the entity currently experiencing the fear of being in the confined space, generate an output configured to produce a physical response by the entity to induce a second state of the one or more characteristics of the entity indicative of not experiencing the fear of being in the confined space.