Stable
Profiler Desktop
VERSION 1.2 — FULL OFFLINE
The complete Profiler platform running entirely on your machine. All features from the web version, without any size limits, latency, or network dependency. Ideal for sensitive data, large datasets, and institutional environments with restricted internet access.
- No upload size limit
- Full preprocessing pipeline
- ML/DL classification & regression
- SHAP & LIME explanations
- GSEA + ORA enrichment
- Longitudinal analysis
- Interactive plots (all modules)
- HTML report export
- Survival analysis
- ComBat batch correction
- Multi-format parser
- Session save & reload
compressed 2D to 1D
MSI2Profiler
MASS SPECTROMETRY IMAGING PREPROCESSOR
A standalone Windows tool for preprocessing .imzML files from MALDI-MSI and DESI-MSI tissue experiments. Normalise spectra, bin m/z values, concatenate ROIs and export directly to a Profiler-ready CSV — ready for immediate statistical analysis.
- imzML file support
- MALDI-MSI & DESI-MSI
- TIC · Median · RMS normalisation
- Spectral binning
- ROI concatenation
- Export to Profiler CSV
Web vs Desktop Comparison
| Criterion | Web | Desktop |
|---|---|---|
| Installation required | — none | required |
| Internet connection | required | — not needed |
| Upload size limit | restricted | — unlimited |
| Data privacy | — in-session | — 100% local |
| Multi-user sessions | — yes | single user |
| All features included | — yes | — yes |
| HTML report export | — yes | — yes |
| Processing speed | server-dependent | — local CPU/RAM |