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New ERCP image dataset released to boost AI-driven medical diagnosis

By PulseAugur Editorial · [1 sources] ·

Researchers have released a new dataset of endoscopic retrograde cholangiopancreatography (ERCP) images to address the scarcity of public data for AI-driven medical diagnosis. The dataset comprises over 19,000 raw and processed images from more than 1,600 patients, with 5,519 images manually labeled by experienced gastroenterologists. This curated collection is intended to serve as a benchmark for automated ERCP analysis and disease diagnosis. AI

IMPACT This dataset could accelerate the development of AI tools for diagnosing biliary and pancreatic diseases.

RANK_REASON The cluster is about a new dataset release for AI research, published on arXiv. [lever_c_demoted from research: ic=1 ai=1.0]

Read on arXiv cs.AI →

AI-generated summary · Google Gemini · from 1 sources. How we write summaries →

New ERCP image dataset released to boost AI-driven medical diagnosis

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The cluster is about a new dataset release for AI research, published on arXiv. [lever_c_demoted from research: ic=1 ai=1.0]
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COVERAGE [1]

  1. arXiv cs.AI TIER_1 English(EN) · Alda Jo\~ao Andrade, M\'onica Martins, Andr\'e Ferreira, Tarc\'isio Ara\'ujo, Lu\'is Lopes, Victor Alves ·

    Curated endoscopic retrograde cholangiopancreatography images dataset

    arXiv:2601.16759v2 Announce Type: replace-cross Abstract: Endoscopic Retrograde Cholangiopancreatography (ERCP) is a key procedure in the diagnosis and treatment of biliary and pancreatic diseases. Artificial intelligence has been pointed as one solution to automatize diagnosis. …

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