Aging (Albany NY) June 2022 PMID 35723468

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

Fedor Galkin, Kirill Kochetov, Michelle Keller, Alex Zhavoronkov, Nancy Etcoff

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Mentions

55
Peak: 22 in Jun 2022
across 4 sources since Jun 2022

Extended reach

608,053
potential audience

Total likes

116

Video views

288

Mentions per month

Jun 2022 – Feb 2023

Where it's discussed

  • X / Twitter43 posts
  • Facebook5 posts
  • News5 articles
  • YouTube2 videos

AI synopsis

What people are saying

The discussions reflect strong interest and engagement, exemplified by mentions of models, tools, and potential applications like personalized mental health maps, with supportive tones conveying the article's innovative impact and relevance in advancing well-being through AI.

AgreementModerate agreement

Most discussions recognize the significance of the research, with many highlighting its innovative approach to mental health and happiness.

InterestHigh interest

Posts show high interest, mentioning specific models, tools, and potential applications, indicating engagement with the technical content.

EngagementHigh engagement

Participants actively discuss the methodology, such as self-organizing maps and deep learning models, and share related tools and articles.

ImpactModerate impact

The discussions suggest the research could influence future studies and practical applications in mental health, though it remains somewhat early-stage.

Abstract in brief

  • The article discusses a deep learning model, using Self-Organizing Maps (SOMs), to predict current age and future wellbeing based on human psychology.
  • It challenges the hedonic treadmill theory, showing that baseline wellbeing does not necessarily determine future wellbeing.
  • The researchers created a 2D map of different psychotypes, identifying areas most at risk of depression and offering personalized strategies to improve future mental health.

Top posts

Most liked on X and Bluesky
Hiroki Kurashige
@hir_kurashige · X

将来の主観的幸福度を高めるために踏むべきパスの推薦に関する研究. well-beiingの縦断的データを用い,10年後の多次元的幸福度を決める現在の因子をElastic Net正則化DNNから推定した. さらに,SOMで同定した空間の移動問題として,未来の幸福への最適化パスを推薦する. https://t.co/bwnP5Kp5Q4

Jul 29, 2022 · 35 likes · 7 shares · 2,477 followers View post →
Alex Zhavoronkov, PhD (aka Aleksandrs Zavoronkovs)
@biogerontology · X

Did we just get in the top 100 paper by my favorite @altmetric score in @AgingJrnl @Blagosklonny ? Yes, we did! I think now I co-authored 11 out of the top 100 most publicly-popular papers in the history of the journal. https://t.co/FYl323iM8Z https://t.co/UbKdUJoq65

Jul 4, 2022 · 31 likes · 5 shares · 33,095 followers View post →
Alex Zhavoronkov, PhD (aka Aleksandrs Zavoronkovs)
@biogerontology · X

Can AI make you happier? And the answer is "yes"! Here is a cool new research paper with the wonderful scientists from Harvard University MGH, Dr. Nancy Etcoff, and my friends at Deep Longevity. And there is a tool - https://t.co/y3SqTX9rO5 https://t.co/mnx6tC10g0

Jun 23, 2022 · 10 likes · 1 share · 33,095 followers View post →
DeepLongevity
@Deep_Longevity · X

Read our latest @AgingJrnl article co-authored by @NancyEtcoff of @harvardmed to learn how our new #mentalhealth platform https://t.co/F2GbT24Oxr works. #heatlhylongevity #ai #psychology #FuturSelf #Wellbeing #WellbeingWednesday #sciecen #openaccess https://t.co/OeaCLd0ZMy

Jun 22, 2022 · 8 likes · 5 shares · 1,364 followers View post →
Medical Xpress
@medical_xpress · X

Personalized maps created through #artificialintelligence may guide individuals to improved #well-being https://t.co/1dA8SFlIan https://t.co/YmJkhu98cE

Jun 22, 2022 · 4 likes · 3 shares · 172,890 followers View post →
Tina Woods
@TinaWoods · X

@HTeare Really worth looking at the excellent work of @biogerontology and others on psychological ageing clocks and using AI to optimise wellbeing and happiness https://t.co/50rwdOiFQZ

Jun 28, 2022 · 4 likes · 1 share · 2,344 followers View post →

All mentions

Alex Zhavoronkov, PhD (aka Aleksandrs Zavoronkovs)
@biogerontology · X

@SpokespersonCHN Here is a plan on how to take happiness to the next level https://t.co/FYl323iM8Z

Nov 1, 2022 · 33,095 followers View post →
Alex Zhavoronkov, PhD (aka Aleksandrs Zavoronkovs)
@biogerontology · X

@davidasinclair @sapinker His books are just as cool as his wonderful spouses. We just published with the amazing Nancy Etcoff . She is the world's authority on happiness

Oct 6, 2022 · 3 likes · 33,095 followers View post →
luis hernan graffe
@hernangraffe · X

RT @hernangraffe: https://t.co/OhEva3j9Kc

Sep 29, 2022 · 1 share · 3,113 followers View post →
luis hernan graffe
@hernangraffe · X

https://t.co/OhEva3j9Kc

Sep 29, 2022 · 1 share · 3,113 followers View post →
F* Your Short Memory
@BucMon21 · X

From above: https://t.co/4TM65rnspn https://t.co/W9uwCwCGGq

Sep 22, 2022 · 1 like · 6,667 followers View post →
MGH IHP Research
@IHPResearch · X

RT @MGH_RI: Researchers from @MGHPsychiatry and colleagues find a deep learning model of human psychology, in a @AgingJrnl study. https://t…

Aug 24, 2022 · 1 share · 447 followers View post →
Mass General Brigham Research
@MGBResearchNews · X

Researchers from @MGHPsychiatry and colleagues find a deep learning model of human psychology, in a @AgingJrnl study. https://t.co/prlt1Ar4qa https://t.co/PU0DlZWIHi

Aug 23, 2022 · 1 like · 1 share · 10,957 followers View post →
レンタル博士
@ToM_Psy_s · X

RT @hir_kurashige: 将来の主観的幸福度を高めるために踏むべきパスの推薦に関する研究. well-beiingの縦断的データを用い,10年後の多次元的幸福度を決める現在の因子をElastic Net正則化DNNから推定した. さらに,SOMで同定した空間の移…

Jul 30, 2022 · 7 shares · 709 followers View post →
yuuyuu (PI)
@yuuyuuyuuyuu10 · X

RT @hir_kurashige: 将来の主観的幸福度を高めるために踏むべきパスの推薦に関する研究. well-beiingの縦断的データを用い,10年後の多次元的幸福度を決める現在の因子をElastic Net正則化DNNから推定した. さらに,SOMで同定した空間の移…

Jul 30, 2022 · 7 shares · 270 followers View post →
AC
@aichicellist · X

RT @hir_kurashige: 将来の主観的幸福度を高めるために踏むべきパスの推薦に関する研究. well-beiingの縦断的データを用い,10年後の多次元的幸福度を決める現在の因子をElastic Net正則化DNNから推定した. さらに,SOMで同定した空間の移…

Jul 30, 2022 · 7 shares · 13 followers View post →
Rina Saltman
@rinatie_ceo · X

Optimizing future well-being with artificial intelligence: self-organizing maps (SOMs) for the identification of islands of emotional stability | Aging https://t.co/gtrQlZk9lp

Jul 29, 2022 · 3,572 followers View post →
Rina Saltman
@rinatie_ceo · X

RT @hir_kurashige: 将来の主観的幸福度を高めるために踏むべきパスの推薦に関する研究. well-beiingの縦断的データを用い,10年後の多次元的幸福度を決める現在の因子をElastic Net正則化DNNから推定した. さらに,SOMで同定した空間の移…

Jul 29, 2022 · 7 shares · 3,572 followers View post →
まおまお
@nontamum · X

RT @hir_kurashige: 将来の主観的幸福度を高めるために踏むべきパスの推薦に関する研究. well-beiingの縦断的データを用い,10年後の多次元的幸福度を決める現在の因子をElastic Net正則化DNNから推定した. さらに,SOMで同定した空間の移…

Jul 29, 2022 · 7 shares · 1,062 followers View post →
Hiroki Kurashige
@hir_kurashige · X

将来の主観的幸福度を高めるために踏むべきパスの推薦に関する研究. well-beiingの縦断的データを用い,10年後の多次元的幸福度を決める現在の因子をElastic Net正則化DNNから推定した. さらに,SOMで同定した空間の移動問題として,未来の幸福への最適化パスを推薦する. https://t.co/bwnP5Kp5Q4

Jul 29, 2022 · 35 likes · 7 shares · 2,477 followers View post →
Psicólogo Celestino González-Fernández ψ
@Tecnoestres · X

Optimizing future well-being with #artificialintelligence: self-organizing maps (SOMs) for the identification of islands of emotional stability #Tecnoestrés https://t.co/kbQboqDZRS

Jul 11, 2022 · 2 likes · 2,898 followers View post →
DeepLongevity
@Deep_Longevity · X

@FurberGareth It is literally the shortest path, as defined on the self-organized map described in the academic article A naive approach is to draw a straight line between two points (your current self and desired future self). There are better ways https://t.co/OeaCLd0ZMy

Jul 5, 2022 · 1,364 followers View post →
ERIC VAN VAERENBERGH-艾瑞克
@EVANVAERENBERGH · X

#NBIC: L'imagination infinie de l'être humain a créé une approche d'apprentissage automatique de la psychologie humaine. Le bien-être futur avec l'intelligence artificielle. Les auteurs ont créé deux modèles numériques de psychologie humaine. https://t.co/GHK6R4DnI8

Jul 5, 2022 · 4,863 followers View post →
Aging-US
@AgingJrnl · X

RT @biogerontology: Did we just get in the top 100 paper by my favorite @altmetric score in @AgingJrnl @Blagosklonny ? Yes, we did! I thin…

Jul 4, 2022 · 5 shares · 4,400 followers View post →
Fёdor Galkin
@Theo_Lotrus · X

RT @biogerontology: Did we just get in the top 100 paper by my favorite @altmetric score in @AgingJrnl @Blagosklonny ? Yes, we did! I thin…

Jul 4, 2022 · 5 shares · 101 followers View post →
Mikhail V. Blagosklonny, MD PhD Professor Oncology
@Blagosklonny · X

RT @biogerontology: Did we just get in the top 100 paper by my favorite @altmetric score in @AgingJrnl @Blagosklonny ? Yes, we did! I thin…

Jul 4, 2022 · 5 shares · 22,256 followers View post →
John Greene
@Greene_Thoughts · X

RT @biogerontology: Did we just get in the top 100 paper by my favorite @altmetric score in @AgingJrnl @Blagosklonny ? Yes, we did! I thin…

Jul 4, 2022 · 5 shares · 1,707 followers View post →
Healthcare Aggregate
@HealthcareAgg · X

RT @biogerontology: Did we just get in the top 100 paper by my favorite @altmetric score in @AgingJrnl @Blagosklonny ? Yes, we did! I thin…

Jul 4, 2022 · 5 shares · 450 followers View post →
Alex Zhavoronkov, PhD (aka Aleksandrs Zavoronkovs)
@biogerontology · X

Did we just get in the top 100 paper by my favorite @altmetric score in @AgingJrnl @Blagosklonny ? Yes, we did! I think now I co-authored 11 out of the top 100 most publicly-popular papers in the history of the journal. https://t.co/FYl323iM8Z https://t.co/UbKdUJoq65

Jul 4, 2022 · 31 likes · 5 shares · 33,095 followers View post →
Cigdem Turan
@cgdmtrn_ · X

Such a nice work!

Jul 4, 2022 · 645 followers View post →
Alex Zhavoronkov, PhD (aka Aleksandrs Zavoronkovs)
@biogerontology · X

@TopicHacker @Deep_Longevity Here is full-text https://t.co/FYl323iM8Z

Jul 4, 2022 · 1 like · 33,095 followers View post →
DeepLongevity
@Deep_Longevity · X

@TopicHacker You can try the model described in our paper here for free: https://t.co/F2GbT24Oxr The original article: https://t.co/OeaCLd0ZMy #FuturSelf #AI #MentalHealth #WellBeing

Jul 4, 2022 · 2 likes · 1,364 followers View post →
Alex Zhavoronkov, PhD (aka Aleksandrs Zavoronkovs)
@biogerontology · X

@RyanBethencourt You may want to check out this one https://t.co/FYl323iM8Z

Jun 30, 2022 · 1 like · 33,095 followers View post →
ERIC VAN VAERENBERGH-艾瑞克
@EVANVAERENBERGH · X

#NBIC: Le Deep Longevity, une startup de la longévité basée à Hong Kong, et de la Harvard Medical School a publié un article de recherche sur le vieillissement psychologique, la dépression et une nouvelle approche numérique de la santé mentale. https://t.co/GHK6R4lMjy

Jun 30, 2022 · 4,863 followers View post →
Alex Zhavoronkov, PhD (aka Aleksandrs Zavoronkovs)
@biogerontology · X

RT @TinaWoods: @HTeare Really worth looking at the excellent work of @biogerontology and others on psychological ageing clocks and using AI…

Jun 28, 2022 · 1 share · 33,095 followers View post →
Tina Woods
@TinaWoods · X

@HTeare Really worth looking at the excellent work of @biogerontology and others on psychological ageing clocks and using AI to optimise wellbeing and happiness https://t.co/50rwdOiFQZ

Jun 28, 2022 · 4 likes · 1 share · 2,344 followers View post →
Advanced Biology
@Adv_Biology · X

Checkout this article about using AL & deep learning to predict age & future well-being! #AI #psychology #DeepLearning #AcademicChatter #AcademicTwitter #research https://t.co/mklpsVNiLx

Jun 24, 2022 · 642 followers View post →
Robert Kremer NYC
@kremer_robert · X

RT @biogerontology: Can AI make you happier? And the answer is "yes"! Here is a cool new research paper with the wonderful scientists from…

Jun 24, 2022 · 1 share · 248 followers View post →
Insilico Medicine
@InSilicoMeds · X

Read the original research article: https://t.co/GWLdJ3oHfF

Jun 23, 2022 · 1 like · 8,534 followers View post →
Dr. Evelyne Yehudit Bischof
@Dr_Bischof · X

RT @Deep_Longevity: Read our latest @AgingJrnl article co-authored by @NancyEtcoff of @harvardmed to learn how our new #mentalhealth platfo…

Jun 23, 2022 · 5 shares · 1,263 followers View post →
Alex Zhavoronkov, PhD (aka Aleksandrs Zavoronkovs)
@biogerontology · X

Can AI make you happier? And the answer is "yes"! Here is a cool new research paper with the wonderful scientists from Harvard University MGH, Dr. Nancy Etcoff, and my friends at Deep Longevity. And there is a tool - https://t.co/y3SqTX9rO5 https://t.co/mnx6tC10g0

Jun 23, 2022 · 10 likes · 1 share · 33,095 followers View post →
Nancy Etcoff
@NancyEtcoff · X

RT @Deep_Longevity: Read our latest @AgingJrnl article co-authored by @NancyEtcoff of @harvardmed to learn how our new #mentalhealth platfo…

Jun 22, 2022 · 5 shares · 1,477 followers View post →
Kaiser Matin
@kaisermatin · X

RT @medical_xpress: Personalized maps created through #artificialintelligence may guide individuals to improved #well-being https://t.co/1d…

Jun 22, 2022 · 3 shares · 1,447 followers View post →
Medical Xpress
@medical_xpress · X

Personalized maps created through #artificialintelligence may guide individuals to improved #well-being https://t.co/1dA8SFlIan https://t.co/YmJkhu98cE

Jun 22, 2022 · 4 likes · 3 shares · 172,890 followers View post →
Medical Xpress
@physorg_health · X

RT @medical_xpress: Personalized maps created through #artificialintelligence may guide individuals to improved #well-being https://t.co/1d…

Jun 22, 2022 · 3 shares · 7,022 followers View post →
Dark Brandon Rises
@iamgabbarson · X

RT @Deep_Longevity: Read our latest @AgingJrnl article co-authored by @NancyEtcoff of @harvardmed to learn how our new #mentalhealth platfo…

Jun 22, 2022 · 5 shares · 545 followers View post →
DeepLongevity
@Deep_Longevity · X

Read our latest @AgingJrnl article co-authored by @NancyEtcoff of @harvardmed to learn how our new #mentalhealth platform https://t.co/F2GbT24Oxr works. #heatlhylongevity #ai #psychology #FuturSelf #Wellbeing #WellbeingWednesday #sciecen #openaccess https://t.co/OeaCLd0ZMy

Jun 22, 2022 · 8 likes · 5 shares · 1,364 followers View post →
Anthony Ellis
@skydog811 · X

https://t.co/v94JQEWAid

Jun 22, 2022 · 53,379 followers View post →
Agingdoc
@agingdoc1 · X

Optimizing future well-being with artificial intelligence: self-organizing maps (SOMs) for the identification of islands of emotional stability Fedor Galkin Kirill Kochetov, Michelle Keller, @biogerontology Nancy Etcoff https://t.co/QG5EWcagMS

Jun 20, 2022 · 2 likes · 43,744 followers View post →
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