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Baylor College of Medicine, Texas Children's Hospital
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Differentiable cardiovascular physics can filter out ICU sensor artifacts that fool standard deep nets, yielding a 5-point SOTA leap on VT alarm reduction alongside a 2x boost in label efficiency.