Neuroinformatics October 2022 PMID 35347570

How Machine Learning is Powering Neuroimaging to Improve Brain Health.

Nalini M Singh, Jordan B Harrod, Sandya Subramanian, Mitchell Robinson, Ken Chang, Suheyla Cetin-Karayumak, Adrian Vasile Dalca, Simon Eickhoff, Michael Fox, Loraine Franke, Polina Golland, Daniel Haehn, Juan Eugenio Iglesias, Lauren J O'Donnell, Yangming Ou

Mentions

20
Peak: 13 in Mar 2022
across 2 sources since Mar 2022

Extended reach

216,233
potential audience

Total likes

70

Video views

189

Mentions per month

Mar 2022 – Jul 2025

Where it's discussed

  • X / Twitter18 posts
  • YouTube2 videos

AI synopsis

What people are saying

Several discussions express strong support and enthusiasm for the article's implications, with phrases like 'excited to share' and 'rapidly advancing,' which convey both interest and perceived importance. The tone and context suggest that these social discussions view this research as a promising step toward major improvements in brain health diagnosis and treatment, indicating high impact and engagement.

AgreementModerate agreement

Most discussions express support or enthusiasm for the research, emphasizing how machine learning benefits neuroimaging and brain health.

InterestHigh interest

The posts show high interest, with many sharing excitement about the advances and potential applications.

EngagementModerate engagement

While some posts include sharing reviews and thanking contributors, others hint at ongoing research, indicating moderate engagement rooted in appreciation and curiosity.

ImpactHigh impact

The discussions highlight the significant potential of machine learning to transform early detection and treatment of brain diseases, implying high impact.

Abstract in brief

  • This report highlights how machine learning is advancing neuroimaging techniques to enable earlier detection, prediction, and treatment of brain diseases, ultimately improving brain health.
  • It summarizes a symposium held in 2021 that focused on applying machine learning to large neuroimaging datasets to transform healthcare and promote earlier brain care throughout a person's life.
  • The overview discusses technical challenges in neuroimaging, ethical and regulatory issues, and aims to inspire early-career researchers to contribute to integrating neuroimaging into clinical practice for better brain health management.]

Top posts

Most liked on X and Bluesky
Jordan Harrod
@JordanBHarrod · X

Excited to share our review on how machine learning is advancing clinical translational imaging to improve brain health! https://t.co/OA1fUWvgC0 https://t.co/pWXdoQDvBn

Mar 29, 2022 · 35 likes · 3 shares · 11,692 followers View post →
McCance Center for Brain Health at MGH
@MGHBrainHealth · X

#McCanceCenter faculty @RandyGollub et al on "how machine learning is rapidly advancing clinical translational imaging ...to aid in the early detection, prediction, and treatment of diseases that threaten #brainhealth" in @Neuroinformatics @mit_hst https://t.co/zn4nSFCzsZ https://t.co/VPHEvAvrqh

Mar 30, 2022 · 19 likes · 6 shares · 1,272 followers View post →
Sandya Subramanian
@SandyaPhD · X

More than a year after the symposium, the paper is finally out! https://t.co/5wgzsarcCO Thank you to @RandyGollub for inviting me to be a part of this effort! @nalinimsingh @JordanBHarrod Mitchell Robinson @kencchang

Mar 30, 2022 · 14 likes · 3 shares · 366 followers View post →
Vincent Menezes
@vincentmenezes · X

'#Brain fingerprinting' of adolescents might be able to predict #mental_health_problems down the line https://t.co/4q70UVop56 https://t.co/hVrm5ZM4Ie

Aug 5, 2022 · 1 like · 47,218 followers View post →
Anthony Ellis
@skydog811 · X

How Machine Learning is Powering Neuroimaging to Improve Brain Health - Neuroinformatics https://t.co/ly3kieHV4e

Apr 2, 2022 · 53,339 followers View post →
Black in AI
@black_in_ai · X

RT @JordanBHarrod: Excited to share our review on how machine learning is advancing clinical translational imaging to improve brain health!…

Mar 30, 2022 · 3 shares · 42,961 followers View post →

All mentions

ScienceOpen
@Science_Open · X

Jul 22, 2025 · 16,980 followers View post →
Vincent Menezes
@vincentmenezes · X

'#Brain fingerprinting' of adolescents might be able to predict #mental_health_problems down the line https://t.co/4q70UVop56 https://t.co/hVrm5ZM4Ie

Aug 5, 2022 · 1 like · 47,218 followers View post →
Medical Xpress
@physorg_health · X

'#Brain fingerprinting' of adolescents might be able to predict #mentalhealthproblems down the line @ConversationEDU https://t.co/dqK7ztMhbD https://t.co/WEwP3gI7Jx

Aug 5, 2022 · 7,018 followers View post →
Anthony Ellis
@skydog811 · X

How Machine Learning is Powering Neuroimaging to Improve Brain Health - Neuroinformatics https://t.co/ly3kieHV4e

Apr 2, 2022 · 53,339 followers View post →
scraper
@articlesbot21 · X

[Springer: Neuroinformatics] How Machine Learning is Powering Neuroimaging to Improve Brain Health https://t.co/jz3ztf6VJa

Apr 1, 2022 · 260 followers View post →
Black in AI
@black_in_ai · X

RT @JordanBHarrod: Excited to share our review on how machine learning is advancing clinical translational imaging to improve brain health!…

Mar 30, 2022 · 3 shares · 42,961 followers View post →
Andrew H. Song
@GreatAndrew90 · X

RT @SandyaPhD: More than a year after the symposium, the paper is finally out! https://t.co/5wgzsarcCO Thank you to @RandyGollub for inviti…

Mar 30, 2022 · 3 shares · 529 followers View post →
Nalini Singh
@nalinimsingh · X

RT @MGHBrainHealth: #McCanceCenter faculty @RandyGollub et al on "how machine learning is rapidly advancing clinical translational imaging…

Mar 30, 2022 · 6 shares · 500 followers View post →
Sandya Subramanian
@SandyaPhD · X

RT @MGHBrainHealth: #McCanceCenter faculty @RandyGollub et al on "how machine learning is rapidly advancing clinical translational imaging…

Mar 30, 2022 · 6 shares · 366 followers View post →
HST
@mit_hst · X

RT @MGHBrainHealth: #McCanceCenter faculty @RandyGollub et al on "how machine learning is rapidly advancing clinical translational imaging…

Mar 30, 2022 · 6 shares · 7,007 followers View post →
McCance Center for Brain Health at MGH
@MGHBrainHealth · X

#McCanceCenter faculty @RandyGollub et al on "how machine learning is rapidly advancing clinical translational imaging ...to aid in the early detection, prediction, and treatment of diseases that threaten #brainhealth" in @Neuroinformatics @mit_hst https://t.co/zn4nSFCzsZ https://t.co/VPHEvAvrqh

Mar 30, 2022 · 19 likes · 6 shares · 1,272 followers View post →
Jordan Harrod
@JordanBHarrod · X

RT @SandyaPhD: More than a year after the symposium, the paper is finally out! https://t.co/5wgzsarcCO Thank you to @RandyGollub for inviti…

Mar 30, 2022 · 3 shares · 11,692 followers View post →
Ken Chang
@kencchang · X

RT @SandyaPhD: More than a year after the symposium, the paper is finally out! https://t.co/5wgzsarcCO Thank you to @RandyGollub for inviti…

Mar 30, 2022 · 3 shares · 698 followers View post →
Sandya Subramanian
@SandyaPhD · X

More than a year after the symposium, the paper is finally out! https://t.co/5wgzsarcCO Thank you to @RandyGollub for inviting me to be a part of this effort! @nalinimsingh @JordanBHarrod Mitchell Robinson @kencchang

Mar 30, 2022 · 14 likes · 3 shares · 366 followers View post →
Jordan Harrod
@JordanBHarrod · X

RT @JordanBHarrod: Excited to share our review on how machine learning is advancing clinical translational imaging to improve brain health!…

Mar 29, 2022 · 3 shares · 11,692 followers View post →
Data for Health
@d4hio · X

RT @JordanBHarrod: Excited to share our review on how machine learning is advancing clinical translational imaging to improve brain health! https://t.co/9Exrs1y1w2 https://t.co/6kkNkttTli

Mar 29, 2022 · 1,485 followers View post →
Chippy Ulibary
@Chiphead · X

RT @JordanBHarrod: Excited to share our review on how machine learning is advancing clinical translational imaging to improve brain health!…

Mar 29, 2022 · 3 shares · 874 followers View post →
Jordan Harrod
@JordanBHarrod · X

Excited to share our review on how machine learning is advancing clinical translational imaging to improve brain health! https://t.co/OA1fUWvgC0 https://t.co/pWXdoQDvBn

Mar 29, 2022 · 35 likes · 3 shares · 11,692 followers View post →