Kelvin Szolnoky

Validation of diagnostic artificial intelligence models for prostate pathology in a Middle Eastern cohort

Abstract Artificial intelligence (AI) for pathology is accelerating cancer diagnostics. For global adoption, studies in currently under-represented populations – where the potential gains from AI may also be greatest – are needed. We present the first external validation study in...

Clinical outcomes and opportunities for improvement across modified trauma quality improvement cohorts: a registry-based cohort study

<title>Abstract</title> Background The American College of Surgeons Trauma Quality Improvement Program (TQIP) relies primarily on risk-adjusted mortality benchmarking, yet mortality alone may overlook non-fatal morbidity and care-process failures, particularly in cohorts where ou...