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
Artificial intelligence in radiology: 173 commercially available products and their scientific evidence.
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Jul 2025 – Sep 2025Where it's discussed
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X / Twitter5 posts
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YouTube2 videos
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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.
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.
Terms like 'huge commendations', 'peeked', and 'new imaging AI' demonstrate high curiosity and enthusiasm about the advancements discussed in the publication.
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.
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 BlueskyA 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
#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
RT @AmineKorchiMD: CE-certified AI with peer-reviewed evidence increased from 36% in 2020 to 66% in 2023, but the proportion of higher-leve…
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Enhancing Clinical Evidence in AI-Driven Medical Devices with Open Source Approaches
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Enhancing Clinical Evidence for AI-Driven Medical Devices with Open Source Approaches
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
#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
RT @AmineKorchiMD: CE-certified AI with peer-reviewed evidence increased from 36% in 2020 to 66% in 2023, but the proportion of higher-leve…
RT @AmineKorchiMD: CE-certified AI with peer-reviewed evidence increased from 36% in 2020 to 66% in 2023, but the proportion of higher-leve…
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
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