Case Studies
MiraTyper Case Studies
See how MiraTyper delivers accurate, reproducible cell type classification across diverse tissues, diseases, and sequencing platforms.
Pancreas • Type 2 Diabetes
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.
3,974
Cells Evaluated
96.2%
Accuracy (conf ≥ 0.5)
600
Annotation Corrections
Lymph Node • Spatial Transcriptomics
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.
708,983
Cells Evaluated
0.813
Corrected h-F1
76.5%
Better Spatial Coherence
More Case Studies Coming Soon
We are continuously evaluating MiraTyper across new tissues, diseases, and platforms. Check back for additional case studies.
Want to See MiraTyper on Your Data?
Contact us to discuss a custom evaluation on your datasets and cell types of interest.