Future research
Test the framework against independent observations and extend its use in tissue analysis and biopsy guidance.

Bring MRI measurements to the tissue.
Work in progress links multiparametric MRI measurements with positions along a biopsy, for comparison with pathology and molecular observations.
Research status. This imaging work is exploratory and is not yet represented by a published study.
Independent validation
Compare sampling and dose estimates with independent observations and additional cohorts.
Tissue measurements
Relate pathology, Raman and molecular measurements to their likely sampling locations.
Prospective guidance
Test whether the proposed paths can be acquired and whether using guidance improves target sampling.
Discuss these research directions through the science collaboration page.