Eur Radiol July 2025 PMID 40707732

Artificial intelligence in radiology: 173 commercially available products and their scientific evidence.

Noa Antonissen, Olga Tryfonos, Ignas B Houben, Colin Jacobs, Maarten de Rooij, Kicky G van Leeuwen

Mentions

9
Peak: 5 in Jul 2025
across 3 sources since Jul 2025

Extended reach

11,463
potential audience

Total likes

12

Video views

81

Mentions per month

Jul 2025 – Sep 2025

Where it's discussed

  • X / Twitter5 posts
  • YouTube2 videos
  • News2 articles

AI synopsis

What people are saying

The overall tone shows strong support and interest, with posts praising the substantial progress highlighted in the publication, such as increased peer-reviewed evidence and the shifting landscape of AI product development, reflecting a recognition of the publication's importance and potential influence on radiology AI research and practice.

AgreementModerate agreement

Most discussions agree on the positive progress in AI evidence and acknowledge the importance of this development, referencing the increase from 36% to 66% of evidence supporting AI products.

InterestHigh interest

Terms like 'huge commendations', 'peeked', and 'new imaging AI' demonstrate high curiosity and enthusiasm about the advancements discussed in the publication.

EngagementModerate engagement

Comments explore specific trends, such as the rise in high-quality evidence and the decline in new product introductions post-2020, indicating a thoughtful engagement with the content.

ImpactModerate impact

Discussions highlight the significance of increased scientific backing and technological evolution, suggesting these changes will influence future research and clinical practice.

Abstract in brief

  • Between 2020 and 2023, the number of CE-certified radiological AI products increased from 100 to 173, with peer-reviewed supporting evidence growing from 36 to 66 studies, indicating progress in the field.
  • Most studies still focus on diagnostic accuracy, but there has been a rise in higher-efficacy level research and multicenter studies, reflecting a maturing market.
  • Despite these advancements, challenges remain due to a decline in vendor-independent, multinational, and prospective studies, highlighting ongoing issues with unbiased real-world evidence for AI's clinical effectiveness.

Top posts

Most liked on X and Bluesky
Dr Amine Korchi
@AmineKorchiMD · X

CE-certified AI with peer-reviewed evidence increased from 36% in 2020 to 66% in 2023, but the proportion of higher-level evidence papers (~24%) remained unchanged. AI in radiology: 173 commercial products and their scientific evidence ⁦@myESR⁩ https://t.co/5pJjtCQnG1

Jul 27, 2025 · 9 likes · 2 shares · 6,351 followers View post →
Ashar Asif
@ashetabulum · X

A completely bigger picture beyond Sensitivity, Specificity, PPV, NPV and F1 that is rarely explored. Huge commendations to the authors, and hopefully starting some change in AI investigation https://t.co/WoQZXo0o6T

Jul 29, 2025 · 2 likes · 270 followers View post →
Sid Shah
@Sid_Healthcare · X

#Research - #AI in #radiology: 173 commercially available products and their scientific evidence; new imaging AI product introductions in Europe peaked in 2020 and then plunged afterward. https://t.co/pMc7xiy1wH

Jul 29, 2025 · 3,254 followers View post →
Keshika Koirala
@KeshikaKoirala · X

RT @AmineKorchiMD: CE-certified AI with peer-reviewed evidence increased from 36% in 2020 to 66% in 2023, but the proportion of higher-leve…

Jul 27, 2025 · 2 shares · 807 followers View post →

All mentions

Ashar Asif
@ashetabulum · X

A completely bigger picture beyond Sensitivity, Specificity, PPV, NPV and F1 that is rarely explored. Huge commendations to the authors, and hopefully starting some change in AI investigation https://t.co/WoQZXo0o6T

Jul 29, 2025 · 2 likes · 270 followers View post →
Sid Shah
@Sid_Healthcare · X

#Research - #AI in #radiology: 173 commercially available products and their scientific evidence; new imaging AI product introductions in Europe peaked in 2020 and then plunged afterward. https://t.co/pMc7xiy1wH

Jul 29, 2025 · 3,254 followers View post →
Ricardo A Corredor
@rcorredorj · X

RT @AmineKorchiMD: CE-certified AI with peer-reviewed evidence increased from 36% in 2020 to 66% in 2023, but the proportion of higher-leve…

Jul 27, 2025 · 2 shares · 688 followers View post →
Keshika Koirala
@KeshikaKoirala · X

RT @AmineKorchiMD: CE-certified AI with peer-reviewed evidence increased from 36% in 2020 to 66% in 2023, but the proportion of higher-leve…

Jul 27, 2025 · 2 shares · 807 followers View post →
Dr Amine Korchi
@AmineKorchiMD · X

CE-certified AI with peer-reviewed evidence increased from 36% in 2020 to 66% in 2023, but the proportion of higher-level evidence papers (~24%) remained unchanged. AI in radiology: 173 commercial products and their scientific evidence ⁦@myESR⁩ https://t.co/5pJjtCQnG1

Jul 27, 2025 · 9 likes · 2 shares · 6,351 followers View post →