zea is a Python toolbox that supplies a modular differentiable pipeline for ultrasound imaging and signal processing, built on Keras 3 to support TensorFlow, PyTorch, and JAX backends.
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2025 2verdicts
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A harmonization framework enables comparison of six AI segmentation models on 31 structures in NLST CT scans, revealing strong agreement for lungs but invalid outputs for some vertebrae and ribs.
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zea: A Toolbox for Cognitive Ultrasound Imaging
zea is a Python toolbox that supplies a modular differentiable pipeline for ultrasound imaging and signal processing, built on Keras 3 to support TensorFlow, PyTorch, and JAX backends.
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In search of truth: Evaluating concordance of AI-based anatomy segmentation models
A harmonization framework enables comparison of six AI segmentation models on 31 structures in NLST CT scans, revealing strong agreement for lungs but invalid outputs for some vertebrae and ribs.