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pseudotime-trajectory

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Trajectory analysis on scRNA-seq data from SARS-CoV-2-infected human bronchial epithelial cells (HBEC). Scanpy. Dataset Source: Ravindra et al. (2021). Single-cell longitudinal analysis of SARS-CoV-2 infection in human airway epithelium identifies target cells, alterations in gene expression, and cell state changes. PLoS Biology, 19(3), e3001143.

  • Updated Aug 26, 2026
  • Python

Transcription-Factor Aided RNA Velocity Inference: a deep generative (VAE) extension of VeloVI with cell-specific TF-regulated transcription rates (ChEA/ENCODE), a supervised residual latent-time head, a velocity-time consistency loss, and velocity-pseudotime blending for calibrated cell-fate trajectories from scRNA-seq.

  • Updated Sep 22, 2026
  • Python

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