US 11,696,721 B2
Arrangement for proactively notifying and advising users in terms of potentially health-affecting location-related phenomena, related method and computer program
Seppo Salorinne, Helsinki (FI)
Assigned to MEDIKRO OY, Kuopio (FI)
Appl. No. 16/645,002
Filed by Kamu Health OY, Helsinki (FI)
PCT Filed Sep. 6, 2018, PCT No. PCT/FI2018/050630
§ 371(c)(1), (2) Date Mar. 6, 2020,
PCT Pub. No. WO2019/048739, PCT Pub. Date Mar. 14, 2019.
Claims priority of application No. 20175793 (FI), filed on Sep. 6, 2017.
Prior Publication US 2020/0281518 A1, Sep. 10, 2020
Int. Cl. A61B 5/00 (2006.01); G16H 10/60 (2018.01); A61B 5/08 (2006.01)
CPC A61B 5/411 (2013.01) [A61B 5/0022 (2013.01); A61B 5/08 (2013.01); A61B 5/7275 (2013.01); A61B 5/7475 (2013.01); G16H 10/60 (2018.01)] 9 Claims
OG exemplary drawing
 
1. An arrangement for prediction of health condition related data, wherein the arrangement comprises at least one communication interface configured to receive first health-related data, comprising measurement data, from at least one first user device of at least one first user, associated with a first time and a first location and at least one processor, wherein the at least one processor is configured to utilize first additional data received from the at least one first user device to generate user profile data for the at least one first user, the first additional data comprising information related to one or more health conditions of the at least one first user, wherein the at least one processor is additionally configured to receive temporospatial environmental data from at least one external source, said temporospatial environmental data comprising weather data, air pollution data, allergen data, particulate data, and/or data related to pulmonary infections, and further utilize said received first health-related data, temporospatial environmental data, and first additional data to generate predictive data to be indicated to a second user device of a second user and associated with a second time and a second location, based on comparison or matching of second additional data and/or second health-related data associated with the second user with corresponding additional data and/or corresponding health-related data associated with a plurality of other users comprising said at least one first user and determining that the at least one first user is a user whose user profile data matches user profile data or the second health-related data of the second user and is to be utilized for generating the predictive data, wherein if the first health-related data indicates that the at least one first user has experienced a worsening in health condition that is associated with the first time and first location, the predictive data indicates an increased risk associated in health condition of the second user if worsening environmental conditions are determined.