PubHawk
Radiology July 2025 PMID 40728396

Beyond Assistance: The Case for Role Separation in AI-Human Radiology Workflows.

Pranav Rajpurkar, Eric J Topol

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Mentions

16
Peak: 8 in Aug 2025
across 3 sources since Jul 2025

Extended reach

186,350
potential audience

Total likes

16

Video views

12

Mentions per month

Jul 2025 – Aug 2025

Where it's discussed

  • X / Twitter8 posts
  • Instagram6 posts
  • YouTube2 videos

AI synopsis

What people are saying

The overall sentiment reflects strong agreement and high interest, with discussions highlighting the clinical benefits of role separation, such as enhancing trust and safety in radiology workflows. For instance, posts mention models like 'Case Allocation' and debates on AI support versus substitution, demonstrating active engagement with the details and implications of the study, emphasizing its potential to reshape radiological practices.

AgreementStrong agreement

Most posts strongly support the idea of separating AI and human roles in radiology, emphasizing its importance for trust and safety.

InterestHigh interest

Discussions show high interest, with references to frameworks, models, and key figures like Drs. @pranavrajpurkar and @EricTopol.

EngagementHigh engagement

Posts engage deeply by discussing models, pros and cons, and implications for medical workflows, indicating active analysis.

ImpactHigh impact

Users believe adopting this framework can significantly improve patient care reliability, making the research highly impactful.

Abstract in brief

  • The article argues for separating the roles of AI and human radiologists in medical imaging to improve accuracy and efficiency.
  • It highlights that AI can support radiologists by handling repetitive tasks and analyzing large data sets, but should not replace human judgment.
  • The authors suggest integrating AI as a collaborative tool rather than a substitution, ensuring better patient care and decision-making in radiology workflows.]
Read the full abstract

Top posts

Most liked on X and Bluesky
Radiology
@radiology_rsna · X

Read about the role separation framework for AI and human radiologists in workflows, as well as the pros and cons of different models, in this special editorial by Drs. @pranavrajpurkar and @EricTopol. @HarvardMed @harvarddbmi @ScrippsResearch https://t.co/uHCTZGis9m https://t.co/rFGDIAWqsf

Aug 1, 2025 · 6 likes · 2 shares · 60,103 followers View post →
Pranav Rajpurkar
@pranavrajpurkar · X

https://t.co/wjmGaik3Wt

Jul 30, 2025 · 5 likes · 2 shares · 26,073 followers View post →
RSNA
@RSNA · X

A new Radiology study makes the case for clear role separation in AI-human workflows—and why it’s key to trust, accuracy, and safer care. Read the full article: https://t.co/H4KV0fGdY9 #RadiologyAI @EricTopol @pranavrajpurkar https://t.co/nXvbQWcd7r

Aug 5, 2025 · 3 likes · 70,614 followers View post →
Dr M. Mahesh (ಮಹೇಶ್) (he/him/his)
@mmahesh1 · X

Want to know what is - 'Automation Neglect vs Automation Bias' 'AI-First vs Doctor-First Sequential Model' 'Case Allocation Model' & How Role Separation in AI-Human Radiology Workflow works - check out this excellent editorial https://t.co/m8Im7Pdyzj https://t.co/yBGBP7U5GL

Aug 10, 2025 · 2 likes · 5,287 followers View post →
Steven Tucker, MD, FACP, FAMS
@drsteventucker · X

RT @pranavrajpurkar: https://t.co/wjmGaik3Wt

Jul 30, 2025 · 2 shares · 15,370 followers View post →
Professor Erwin Loh
@erwinloh · X

Source: https://t.co/yBj8QTP5w6

Jul 30, 2025 · 7,505 followers View post →

All mentions

Dr M. Mahesh (ಮಹೇಶ್) (he/him/his)
@mmahesh1 · X

Want to know what is - 'Automation Neglect vs Automation Bias' 'AI-First vs Doctor-First Sequential Model' 'Case Allocation Model' & How Role Separation in AI-Human Radiology Workflow works - check out this excellent editorial https://t.co/m8Im7Pdyzj https://t.co/yBGBP7U5GL

Aug 10, 2025 · 2 likes · 5,287 followers View post →
tp53 (ashish)
@inventcures · X

RT @pranavrajpurkar: https://t.co/wjmGaik3Wt

Aug 6, 2025 · 2 shares · 210 followers View post →
Brian Wells
@bwells80 · X

#RT RSNA: A new Radiology study makes the case for clear role separation in AI-human workflows—and why it’s key to trust, accuracy, and safer care. Read the full article: https://t.co/m2n4rgHPeG #RadiologyAI @EricTopol @pranavrajpurkar https://t.co/uMNVko9YUx #Radiology

Aug 5, 2025 · 1,101 followers View post →
RSNA
@RSNA · X

A new Radiology study makes the case for clear role separation in AI-human workflows—and why it’s key to trust, accuracy, and safer care. Read the full article: https://t.co/H4KV0fGdY9 #RadiologyAI @EricTopol @pranavrajpurkar https://t.co/nXvbQWcd7r

Aug 5, 2025 · 3 likes · 70,614 followers View post →
Radiology
@radiology_rsna · X

Read about the role separation framework for AI and human radiologists in workflows, as well as the pros and cons of different models, in this special editorial by Drs. @pranavrajpurkar and @EricTopol. @HarvardMed @harvarddbmi @ScrippsResearch https://t.co/uHCTZGis9m https://t.co/rFGDIAWqsf

Aug 1, 2025 · 6 likes · 2 shares · 60,103 followers View post →
Steven Tucker, MD, FACP, FAMS
@drsteventucker · X

RT @pranavrajpurkar: https://t.co/wjmGaik3Wt

Jul 30, 2025 · 2 shares · 15,370 followers View post →
Pranav Rajpurkar
@pranavrajpurkar · X

https://t.co/wjmGaik3Wt

Jul 30, 2025 · 5 likes · 2 shares · 26,073 followers View post →
Professor Erwin Loh
@erwinloh · X

Source: https://t.co/yBj8QTP5w6

Jul 30, 2025 · 7,505 followers View post →
Mahesh Ma | “Different AI implementation methods yield varying ...
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How Role Separation in AI-Human Radiology Workflow works - check out this excellent editorial. https://pubs.rsna.org/doi/10.1148/radiol.250477.

Aug 10, 2025 View →
Mahesh Ma | Food Diaries: How to make Raw Mango Chitranna ...
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How Role Separation in AI-Human Radiology Workflow works - check out this excellent editorial. https://pubs.rsna.org/doi/10.1148/radiol.250477.

Aug 10, 2025 View →
Mahesh Ma | DC Diaries: Thanks to Dr Tourassi - Opening Keynote ...
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How Role Separation in AI-Human Radiology Workflow works - check out this excellent editorial. https://pubs.rsna.org/doi/10.1148/radiol.250477.

Jul 27, 2025 View →
Mahesh Ma | Interesting workshop on New and Emerging Imaging ...
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How Role Separation in AI-Human Radiology Workflow works - check out this excellent editorial. https://pubs.rsna.org/doi/10.1148/radiol.250477.

Jul 18, 2025 View →
Mahesh Ma | Ideas Diaries: QC phantom to test AI tool ... - Instagram
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How Role Separation in AI-Human Radiology ... org/doi/10.1148/radiol.250477. 続きを読む. 1日前 · mmahesh1のプロフィール写真 · mmahesh1. •.

Feb 12, 2025 View →
Mahesh Ma | Saturday Morning: Desi Breakfast! “Ragi Roti” in 3 ...
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How Role Separation in AI-Human Radiology Workflow works - check out this excellent editorial. https://pubs.rsna.org/doi/10.1148/radiol.250477.

Jun 25, 2022 View →