CheXTemporal: A Dataset for Temporally-Grounded Reasoning in Chest Radiography · DeepSignal
CheXTemporal: A Dataset for Temporally-Grounded Reasoning in Chest Radiography arXiv cs.CV · Eva Prakash, Yunhe Gao, Chong Wang, Justin Xu, Neal Prakash, Arne Michalson, Seena Dehkharghani, Eun Kyoung Hong, Julie Bauml, Roger Boodoo, Jean-Benoit Delbrouck, Sophie Ostmeier, Curtis Langlotz 4d ago · · · · CheXTemporal is a dataset for temporal reasoning in chest radiography with paired X-rays and annotations.
Key Points Includes prior-current chest X-ray pairs with annotations. Features a five-class progression taxonomy for findings. Evaluates state-of-the-art models on grounding and classification tasks. Reader Mode is being prepared.
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Low signal — niche or repeat coverage.
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Source authority 20% 78
Community heat 20% 0
Technical impact 30% 67
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Why Featured
CheXTemporal's dataset enables developers and PMs to enhance AI models for medical imaging, while investors can identify opportunities in healthcare AI advancements.