tooluniverse.tools.BiomarkerDiscoveryWorkflow module

BiomarkerDiscoveryWorkflow

Discover and validate biomarkers for a specific disease condition using literature analysis, expr…

tooluniverse.tools.BiomarkerDiscoveryWorkflow.BiomarkerDiscoveryWorkflow(disease_condition, sample_type, *, stream_callback=None, use_cache=False, validate=True)

Discover and validate biomarkers for a specific disease condition using literature analysis, expr…

Parameters:

• disease_condition (str) – The disease condition to discover biomarkers for (e.g., ‘breast cancer’, ‘Alz…

• sample_type (str) – The type of sample to analyze (e.g., ‘blood’, ‘tissue’, ‘plasma’)

• stream_callback (Callable, optional) – Callback for streaming output

• use_cache (bool, default False) – Enable caching

• validate (bool, default True) – Validate parameters

Return type:

Any