MIMIC-CXR-JPG
PulseAugur coverage of MIMIC-CXR-JPG — every cluster mentioning MIMIC-CXR-JPG across labs, papers, and developer communities, ranked by signal.
1 day(s) with sentiment data
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New framework integrates visual and language models for chest X-ray classification
Researchers have developed a new framework for multi-label chest X-ray classification that integrates unimodal visual representations from RAD-DINO with vision-language representations from BioViL-T. This approach refin…
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AI framework shows promise for chest X-ray triage but lags radiologist judgment
Researchers have developed a multimodal deep learning framework called the cross-modal triage network (CMTN) to improve the triage of chest radiograph (CXR) scans. The CMTN fuses visual and text encoders to assess sever…
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New benchmark improves AI retrieval for complex chest X-ray queries
Researchers have developed CXR-Retrieve, a new benchmark designed to improve text-to-image retrieval for chest X-ray archives. Current models struggle with clinical queries that involve conjunctions and negations, such …
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AI uncertainty benchmark for chest X-ray classification released
Researchers have developed a benchmark to evaluate uncertainty quantification in AI models used for multi-label chest X-ray classification. The study assessed 13 different methods across convolutional and transformer ar…