Polyp detection is just the start for #AI in GI endoscopy. In this recent, under-the-radar, pilot study in @endoscopyjrnl, Bourke & co begin the conversation re: using #AI tools for blood vessel analysis to predict post-EMR bleeding. (h/t Heiko Pohl) https://t.co/NNBHTxKSEY https://t.co/O0KTzzf3Tv
Computerized image analysis of blood vessels within mucosal defects for the prediction of delayed bleeding following colonic endoscopic mucosal resection: a pilot study.
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Apr 2021 – Aug 2021Where it's discussed
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X / Twitter15 posts
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Facebook2 posts
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YouTube1 videos
AI synopsis
What people are saying
The collective discussions reflect cautious optimism about the study's innovative use of computerized image analysis and AI for predicting bleeding risk, with mentions of 'Polyp detection is just the start for AI in GI endoscopy' and references to the study as an 'under-the-radar, pilot study,' indicating curiosity about its future impact but limited deep engagement or critical evaluation.
The discussions acknowledge the study's significance but do not show strong endorsement or critique.
The posts display some curiosity about the application of AI in GI procedures, but overall engagement remains limited.
Comments mention the potential of AI tools and highlight the innovative aspect of blood vessel analysis, indicating moderate interest.
The posts suggest a recognition of the study's potential to influence future GI practices, but the overall tone hints at early-stage exploration rather than definitive change.
Abstract in brief
- The study found that blood vessels within mucosal defects after colonic endoscopic mucosal resection (EMR) tend to have larger and more complex structures in patients who experience delayed bleeding, suggesting vessel morphology can be a predictor.
- Using computerized image analysis and machine learning models like neural networks, the researchers achieved high accuracy (up to 100% sensitivity) in predicting patients at risk of bleeding based on vessel characteristics.
- The findings indicate that analyzing blood vessel appearance in postEMR tissue could improve prediction of bleeding complications beyond traditional clinical methods.]
Top posts
Most liked on X and BlueskyRT @tberzin: Polyp detection is just the start for #AI in GI endoscopy. In this recent, under-the-radar, pilot study in @endoscopyjrnl, Bo…
RT @tberzin: Polyp detection is just the start for #AI in GI endoscopy. In this recent, under-the-radar, pilot study in @endoscopyjrnl, Bo…
Yonatan Shaleve on "Computerized image analysis of blood vessels within mucosal defects ..." Authors: Yonatan Shaleve et al. Read more here: https://t.co/L6Upjy0xng Watch the video here: https://t.co/9aSuNhSxxt
RT @tberzin: Polyp detection is just the start for #AI in GI endoscopy. In this recent, under-the-radar, pilot study in @endoscopyjrnl, Bo…
RT @tberzin: Polyp detection is just the start for #AI in GI endoscopy. In this recent, under-the-radar, pilot study in @endoscopyjrnl, Bo…
All mentions
Blood Vessel Analysis for Predicting Delayed Bleeding Post-EMR
This study explores how computerized analysis of blood vessel structure in mucosal defects can predict delayed bleeding after colonic EMR, enhancing prediction accuracy over traditional methods.
Yonatan Shaleve on "Computerized image analysis of blood vessels within mucosal defects ..." Authors: Yonatan Shaleve et al. Read more here: https://t.co/L6Upjy0xng Watch the video here: https://t.co/9aSuNhSxxt
RT @tberzin: Polyp detection is just the start for #AI in GI endoscopy. In this recent, under-the-radar, pilot study in @endoscopyjrnl, Bo…
RT @tberzin: Polyp detection is just the start for #AI in GI endoscopy. In this recent, under-the-radar, pilot study in @endoscopyjrnl, Bo…
RT @tberzin: Polyp detection is just the start for #AI in GI endoscopy. In this recent, under-the-radar, pilot study in @endoscopyjrnl, Bo…
RT @tberzin: Polyp detection is just the start for #AI in GI endoscopy. In this recent, under-the-radar, pilot study in @endoscopyjrnl, Bo…
RT @tberzin: Polyp detection is just the start for #AI in GI endoscopy. In this recent, under-the-radar, pilot study in @endoscopyjrnl, Bo…
RT @tberzin: Polyp detection is just the start for #AI in GI endoscopy. In this recent, under-the-radar, pilot study in @endoscopyjrnl, Bo…
RT @tberzin: Polyp detection is just the start for #AI in GI endoscopy. In this recent, under-the-radar, pilot study in @endoscopyjrnl, Bo…
RT @tberzin: Polyp detection is just the start for #AI in GI endoscopy. In this recent, under-the-radar, pilot study in @endoscopyjrnl, Bo…
RT @tberzin: Polyp detection is just the start for #AI in GI endoscopy. In this recent, under-the-radar, pilot study in @endoscopyjrnl, Bo…
RT @tberzin: Polyp detection is just the start for #AI in GI endoscopy. In this recent, under-the-radar, pilot study in @endoscopyjrnl, Bo…
RT @tberzin: Polyp detection is just the start for #AI in GI endoscopy. In this recent, under-the-radar, pilot study in @endoscopyjrnl, Bo…
RT @tberzin: Polyp detection is just the start for #AI in GI endoscopy. In this recent, under-the-radar, pilot study in @endoscopyjrnl, Bo…
RT @tberzin: Polyp detection is just the start for #AI in GI endoscopy. In this recent, under-the-radar, pilot study in @endoscopyjrnl, Bo…
Polyp detection is just the start for #AI in GI endoscopy. In this recent, under-the-radar, pilot study in @endoscopyjrnl, Bourke & co begin the conversation re: using #AI tools for blood vessel analysis to predict post-EMR bleeding. (h/t Heiko Pohl) https://t.co/NNBHTxKSEY https://t.co/O0KTzzf3Tv
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