Optimizing future well-being with artificial intelligence: self-organizing maps (SOMs) for the identification of islands of emotional stability

. 2022 Jun 20;14(undefined).

doi: 10.18632/aging.204061.

Online ahead of print.


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Fedor Galkin et al.

Aging (Albany NY).



In this article, we present a deep learning model of human psychology that can predict one’s current age and future well-being. We used the model to demonstrate that one’s baseline well-being is not the determining factor of future well-being, as posited by hedonic treadmill theory. Further, we have created a 2D map of human psychotypes and identified the regions that are most vulnerable to depression. This map may be used to provide personalized recommendations for maximizing one’s future well-being.


aging; artificial intelligence; depression; self-organizing maps; well-being.

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