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User Workflow

The typical Pheno-Ranker workflow has four stages: prepare input data, run a comparison, inspect or visualize the outputs, and optionally use companion utilities. Start with your data format, choose the comparison mode, then follow the output to the analysis or utility page that matches your task.

These stages apply to both Desktop and the CLI. Desktop provides input selection and result viewers; the CLI exposes the same analysis engine for terminal and scripted workflows.

01

Prepare data

Start from BFF or PXF, convert another clinical standard to BFF, configure generic JSON/YAML, or prepare arbitrary tabular data with csv2pheno-ranker.

02

Compare records

Select cohort mode for all-vs-all comparisons or patient mode to rank matches against a target patient. In Desktop, choose the mode in Setup; from the CLI, supplying a target selects patient mode.

03

Analyze outputs

Explore rankings, pair comparisons, and cohort plots in Desktop, or open the saved outputs in R and other analysis tools.

Companion Utilities​

Map showing where the simulator, CSV converter, BFF/PXF plotter, and barcode utilities connect to the core Pheno-Ranker workflow
The utilities are optional and connect at different points: two prepare inputs, one profiles source records, and one reuses exported binary representations.