US 12,008,458 B2
Method and apparatus for visualizing health status information by using health space model
Tae Sung Park, Seoul (KR); Cheol Gyun Park, Seoul (KR); Chan Hee Lee, Seoul (KR); O Ran Kwon, Seoul (KR); Yun Soo Kim, Suwon-si (KR); and Eun Ok Lee, Seoul (KR)
Assigned to SEOUL NATIONAL UNIVERSITY R&DB FOUNDATION, Seoul (KR)
Filed by SEOUL NATIONAL UNIVERSITY R&DB FOUNDATION, Seoul (KR)
Filed on Aug. 3, 2022, as Appl. No. 17/880,162.
Application 17/880,162 is a continuation of application No. PCT/KR2022/007728, filed on May 31, 2022.
Claims priority of application No. 10-2021-0101391 (KR), filed on Aug. 2, 2021.
Prior Publication US 2023/0030787 A1, Feb. 2, 2023
Int. Cl. G06N 3/04 (2023.01); G06N 3/045 (2023.01); G06N 3/047 (2023.01); G06N 7/01 (2023.01)
CPC G06N 3/045 (2023.01) [G06N 3/047 (2023.01); G06N 7/01 (2023.01)] 10 Claims
OG exemplary drawing
 
1. An apparatus for visualizing a health status information of each individual by using a health space model, the apparatus comprising:
a processor; and
a memory coupled to the processor and storing a health status information visualization program;
wherein, when executed by the processor, the health status information visualization program inputs multidimensional data on a health status of a target person to the health space model to visually display a position of each individual in a two-dimensional health space,
wherein the health space model includes a first ordinal regression deep neural network model for outputting a first health status value based on multidimensional data of a first group and a second ordinal regression deep neural network model for outputting a second health status value based on multidimensional data of a second group, and
the health status information visualization program displays the health status information of each individual in a two-dimensional health space by causing the first health status value to correspond to a first axis and the second health status value to correspond to a second axis,
wherein the first health status value indicates oxidative stress of the target person and the second health status value indicates metabolic stress of the target person.