Melissa Estévez

Model-assisted cohort selection with bias analysis for generating large-scale cohorts from the EHR for oncology research

Benjamin Birnbaum, Nathan C. Nussbaum, Katharina Seidl-Rathkopf et al. · arXiv (Cornell University) · 2020 · 199 citations · Full text

Engineering, Machine Learning, Patient Selection +22

Approach to machine learning for extraction of real-world data variables from electronic health records

Blythe Adamson, Michael Waskom, Auriane Blarre et al. · Frontiers in Pharmacology · 2023 · 72 citations · Full text

Affordable Care Act (ACA) Medicaid expansion impact on racial disparities in time to cancer treatment.

Blythe Adamson, Aaron B. Cohen, Melissa Estévez et al. · Journal of Clinical Oncology · 2019 · 44 citations

Health Care Disparity, Lba1 Background, Epidemiology Of Cancer +23

Comparative overall survival of CDK4/6 inhibitors plus an aromatase inhibitor in HR+/HER2− metastatic breast cancer in the US real-world setting

Hope S. Rugo, Rachel M. Layman, Filipa Lynce et al. · ESMO Open · 2025 · 34 citations · Full text

Replication of Real-World Evidence in Oncology Using Electronic Health Record Data Extracted by Machine Learning

Corey M. Benedum, Arjun Sondhi, Erin Fidyk et al. · Cancers · 2023 · 21 citations · Full text