MiraTyper Case Studies
See how MiraTyper delivers accurate, reproducible cell type classification across diverse tissues, diseases, and sequencing platforms.
Density, not Triad Geometry, drives Allograft Rejection Signature in Reference Cervical Cancer Atera Slide
Density-controlled spatial analysis of a 717,576-cell Xenium WTA section. The triad geometry reproduces, but the canonical licensing signature does not survive density adjustment — with a maturation-arrested LAMP3⁺ dendritic-cell substate at the malignant border as a candidate mechanism.
MiraTyper Evaluation on Xenium 5K Human Lymph Node (708K Cells)
Independent marker-based validation, systematic error attribution, and ground-truth-free spatial coherence analysis on a 10x Xenium spatial dataset with 127 predicted cell types.
MiraTyper Performance on Pancreatic Type 2 Diabetes Single-Cell Datasets
Confidence-stratified evaluation on two independent pancreatic islet datasets, with systematic annotation correction and marker-gene analysis of error mechanisms.
More Case Studies Coming Soon
We are continuously evaluating MiraTyper across new tissues, diseases, and platforms. Check back for additional case studies.
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