Synopsis of Social media discussions

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.

A
Agreement
Moderate agreement

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

I
Interest
High level of interest

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

E
Engagement
High engagement

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

I
Impact
Moderate level of impact

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

Social Mentions

YouTube

2 Videos

Facebook

5 Posts

Twitter

43 Posts

News

5 Articles

Metrics

Video Views

285

Total Likes

116

Extended Reach

608,050

Social Features

55

Timeline: Posts about article

Top Social Media Posts

Posts referencing the article

Psychological Factors Significantly Influence Biological Aging in Older Adults

Psychological Factors Significantly Influence Biological Aging in Older Adults

Psychological factors such as loneliness and unhappiness contribute up to 1.65 years to biological age, highlighting their role alongside physical health in the aging process. The study uses deep learning to measure biological aging in Chinese older adults.

February 21, 2023

231 views


Using Self-Organizing Maps to Predict Future Well-Being and Emotional Stability

Using Self-Organizing Maps to Predict Future Well-Being and Emotional Stability

This video presents a deep learning model utilizing Self-Organizing Maps to predict current age and future wellbeing. It challenges the idea that baseline wellbeing determines future mental health and introduces a 2D map of psychotypes to identify depression risks and support personalized mental health strategies.

July 7, 2022

54 views


  • Alex Zhavoronkov, PhD (aka Aleksandrs Zavoronkovs)
    @biogerontology (Twitter)

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

    November 1, 2022

  • Alex Zhavoronkov, PhD (aka Aleksandrs Zavoronkovs)
    @biogerontology (Twitter)

    @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
    view full post

    October 6, 2022

    3

  • luis hernan graffe
    @hernangraffe (Twitter)

    RT @hernangraffe: https://t.co/OhEva3j9Kc
    view full post

    September 29, 2022

    1

  • luis hernan graffe
    @hernangraffe (Twitter)

    https://t.co/OhEva3j9Kc
    view full post

    September 29, 2022

    1

  • F* Your Short Memory
    @BucMon21 (Twitter)

    From above: https://t.co/4TM65rnspn https://t.co/W9uwCwCGGq
    view full post

    September 22, 2022

    1

  • MGH IHP Research
    @IHPResearch (Twitter)

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

    August 24, 2022

    1

  • Mass General Brigham Research
    @MGBResearchNews (Twitter)

    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
    view full post

    August 23, 2022

    1

    1

  • レンタル博士
    @ToM_Psy_s (Twitter)

    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…
    view full post

    July 30, 2022

    7

  • yuuyuu (PI)
    @yuuyuuyuuyuu10 (Twitter)

    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…
    view full post

    July 30, 2022

    7

  • AC
    @aichicellist (Twitter)

    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…
    view full post

    July 30, 2022

    7

  • Rina Saltman
    @rinatie_ceo (Twitter)

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

    July 29, 2022

  • Rina Saltman
    @rinatie_ceo (Twitter)

    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…
    view full post

    July 29, 2022

    7

  • まおまお
    @nontamum (Twitter)

    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…
    view full post

    July 29, 2022

    7

  • Hiroki Kurashige
    @hir_kurashige (Twitter)

    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
    view full post

    July 29, 2022

    35

    7

  • Psicólogo Celestino González-Fernández ψ
    @Tecnoestres (Twitter)

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

    July 11, 2022

    2

  • DeepLongevity
    @Deep_Longevity (Twitter)

    @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
    view full post

    July 5, 2022

  • ERIC VAN VAERENBERGH-艾瑞克
    @EVANVAERENBERGH (Twitter)

    #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
    view full post

    July 5, 2022

  • Aging-US
    @AgingJrnl (Twitter)

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

    July 4, 2022

    5

  • Fёdor Galkin
    @Theo_Lotrus (Twitter)

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

    July 4, 2022

    5

  • Mikhail V. Blagosklonny, MD PhD Professor Oncology
    @Blagosklonny (Twitter)

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

    July 4, 2022

    5

  • John Greene
    @Greene_Thoughts (Twitter)

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

    July 4, 2022

    5

  • Healthcare Aggregate
    @HealthcareAgg (Twitter)

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

    July 4, 2022

    5

  • Alex Zhavoronkov, PhD (aka Aleksandrs Zavoronkovs)
    @biogerontology (Twitter)

    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
    view full post

    July 4, 2022

    31

    5

  • Cigdem Turan
    @cgdmtrn_ (Twitter)

    Such a nice work!
    view full post

    July 4, 2022

  • Alex Zhavoronkov, PhD (aka Aleksandrs Zavoronkovs)
    @biogerontology (Twitter)

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

    July 4, 2022

    1

  • DeepLongevity
    @Deep_Longevity (Twitter)

    @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
    view full post

    July 4, 2022

    2

  • Alex Zhavoronkov, PhD (aka Aleksandrs Zavoronkovs)
    @biogerontology (Twitter)

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

    June 30, 2022

    1

  • ERIC VAN VAERENBERGH-艾瑞克
    @EVANVAERENBERGH (Twitter)

    #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
    view full post

    June 30, 2022

  • Alex Zhavoronkov, PhD (aka Aleksandrs Zavoronkovs)
    @biogerontology (Twitter)

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

    June 28, 2022

    1

  • Tina Woods
    @TinaWoods (Twitter)

    @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
    view full post

    June 28, 2022

    4

    1

  • Advanced Biology
    @Adv_Biology (Twitter)

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

    June 24, 2022

  • Robert Kremer NYC
    @kremer_robert (Twitter)

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

    June 24, 2022

    1

  • Insilico Medicine
    @InSilicoMeds (Twitter)

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

    June 23, 2022

    1

  • Dr. Evelyne Yehudit Bischof
    @Dr_Bischof (Twitter)

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

    June 23, 2022

    5

  • Alex Zhavoronkov, PhD (aka Aleksandrs Zavoronkovs)
    @biogerontology (Twitter)

    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
    view full post

    June 23, 2022

    10

    1

  • Nancy Etcoff
    @NancyEtcoff (Twitter)

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

    June 22, 2022

    5

  • Kaiser Matin
    @kaisermatin (Twitter)

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

    June 22, 2022

    3

  • Medical Xpress
    @physorg_health (Twitter)

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

    June 22, 2022

    3

  • Medical Xpress
    @medical_xpress (Twitter)

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

    June 22, 2022

    4

    3

  • Dark Brandon Rises
    @iamgabbarson (Twitter)

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

    June 22, 2022

    5

  • DeepLongevity
    @Deep_Longevity (Twitter)

    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
    view full post

    June 22, 2022

    8

    5

  • Anthony Ellis
    @skydog811 (Twitter)

    https://t.co/v94JQEWAid
    view full post

    June 22, 2022

  • Agingdoc
    @agingdoc1 (Twitter)

    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
    view full post

    June 20, 2022

    2

  • Aging Kills Campaign - Facebook

    Aging Kills Campaign. 1 597 J'aime. Aging ... 204061) carried out in collaboration with Nancy Etcoff of Harvard Medical School. ... Aging | doi:10.18632/aging.
    view full post

    December 14, 2025

    Facebook

  • Ageless Generation - Facebook

    FuturSelf is based on the proceedings of a peer- reviewed study (https://doi.org/10.18632/aging. 204061) carried out in collaboration with Nancy Etcoff of ...
    view full post

    December 14, 2025

    Facebook

  • Harvard Developed AI Identifies the Shortest Path to Human ...

    ... Aging-US. DOI: 10.18632/aging.204061. Never miss a breakthrough: Join the SciTechDaily newsletter. Follow us on Google and Google News. What ...
    view full post

    July 2, 2022

    News

  • Mental health is a key contributor to... - InSilico Medicine | Facebook

    FuturSelf is based on the proceedings of a peer- reviewed study (https://doi.org/10.18632/aging. 204061) carried out in collaboration with Nancy ...
    view full post

    June 23, 2022

    Facebook

  • Personalized maps created through artificial intelligence may guide ...

    ... Aging (2022). DOI: 10.18632/aging.204061. Provided by Massachusetts General Hospital. + Explore further. Using artificial intelligence to ...
    view full post

    June 22, 2022

    News

  • Personalized maps created through artificial intelligence may guide ...

    identification of islands of emotional stability, Aging (2022). DOI: · 10.18632/aging.204061. Provided by Massachusetts General Hospital.
    view full post

    June 22, 2022

    News

  • Artificial intelligence identifies the shortest path to human happiness ...

    ... aging clocks to a network of advanced physicians and researchers. https://www.deeplongevity.com/. Journal. Aging-US. DOI. 10.18632/aging.204061 ...
    view full post

    June 21, 2022

    News

  • Deep Longevity 推出免費自助應用程式FuturSelf 應用程式由集團與 ...

    Aging-US; Funder: National Institute on Aging; DOI: 10.18632/aging.204061. Keywords. /Social sciences/Psychological science/Clinical psychology ...
    view full post

    June 21, 2022

    News

  • Ageless Generation - Here is a fresh perspective on why everyone ...

    FuturSelf is based on the proceedings of a peer- reviewed study (https://doi.org/10.18632/aging. 204061) carried out in collaboration with Nancy ...
    view full post

    December 13, 2018

    Facebook

  • Ageless Generation - One of the most trusted and respected voices ...

    FuturSelf is based on the proceedings of a peer- reviewed study (https://doi.org/10.18632/aging. 204061) carried out in collaboration with Nancy ...
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    November 22, 2013

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Abstract Synopsis

  • 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.