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physiological-signal-processing

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anirudh2003-ai / pinn-physio-state-estimation

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Novel physics-informed deep learning architecture for cardiovascular state estimation from short-channel fNIRS using physiological features, normalizing flows, WaveNet and innovation feedback.

machine-learning deep-learning signal-processing pytorch artificial-intelligence computational-neuroscience wavenet representation-learning fnirs normalizing-flows probabilistic-modeling time-series-prediction deep-learning-models inverse-problem biomedical-signal-processing self-learning-ai healthcare-ai autoregressive-model physiological-signal-processing
  • Updated Jun 30, 2026
  • Python

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