Workflow from Scientific Research

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Schematic of the analysis workflow to detect disease-associated cell states: a dimensionality reduction model was trained on a healthy reference dataset (step 1); then, the query dataset, including the disease dataset, was mapped to the reference model with transfer learning (step 2) and finally differential analysis was performed to contrast matched cell states from healthy and disease samples.
#Workflow#Illustration#Analysis Workflow#Disease-Associated Cell States#Dimensionality Reduction Model#Healthy Reference Dataset#Query Dataset#Disease Dataset#Transfer Learning#Differential Analysis#Cell States
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