Eric Converse

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medical & diagnostic laboratories breast cancer ai-image analysis tumor recurrence risk stratification precise diagnosis digital pathology h&e-stained slide tumor grading cancer care planning pathology oncology data-informed decision-making morphology feature array risk assessment oncologists surgeons pathologists payors patients healthcare system savings gene expression testing clinical validation low risk cohort high risk cohort analytical validation reproducibility patient anxiety shared decision-making faster results subjective grading biopsy analysis tissue analysis cost-effective testing data-driven healthcare clinical ambiguity precision medicine cost impact study clinical pathologists multidisciplinary teams risk score intra-lab concordance patient care adherence to treatment guidelines cancer diagnostic platform evidence-based medicine health technology cancer recurrence prediction medical practice hospital & health care