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New AI Framework Segments 167 Body Structures Across 22,000 CT Scans

Researchers present CADS, a framework pairing a 22,022-scan dataset with complete annotations of 167 anatomical structures and a whole-body CT segmentation model validated on public datasets and an oncology cohort. Researchers have introduced CADS, a unified data-and-model framework for whole-body anatomical…

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Evolutionary Feature Optimization Sharpens Latent Learning in Endoscopy Images

A new framework called EvoLatent-FS uses evolutionary feature optimization before variational encoding to learn more compact and discriminative latent representations from gastrointestinal endoscopy images. Researchers have introduced EvoLatent-FS, a new deep learning framework that applies evolutionary optimization to feature representations…

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