A unified model with AdaIN style injection and a Swin/U-Net backbone converts ECG, PPG, and ABP waveforms in all six directions, beating single-direction baselines on public data.
Impact on Pa- tient Outcomes of Continuous Vital Sign Monitoring on Medical Wards: Propensity- Matched Analysis,
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MD-ViSCo: A Unified Model for Multi-Directional Vital Sign Waveform Conversion
A unified model with AdaIN style injection and a Swin/U-Net backbone converts ECG, PPG, and ABP waveforms in all six directions, beating single-direction baselines on public data.