Melissa Estevez

3PUBLICATIONS
7CO-AUTHORS
Deep learningSemi- and unsupervised learning
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Publications (3)

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|Mar 16, 2026
Ensuring Reliability of Curated Electronic Health Record-Derived Data: The Validation of Accuracy for Large Language Model-/Machine Learning-Extracted Information and Data (VALID) Framework.

Melissa Estevez, Nisha Singh, Lauren Dyson

|Mar 29, 2023
Replication of Real-World Evidence in Oncology Using Electronic Health Record Data Extracted by Machine Learning.

Corey M Benedum, Arjun Sondhi, Erin Fidyk

|Jul 09, 2022
Considerations for the Use of Machine Learning Extracted Real-World Data to Support Evidence Generation: A Research-Centric Evaluation Framework.

Melissa Estevez, Corey M Benedum, Chengsheng Jiang

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Frequent Collaborators

2 joint publications

Selen Bozkurt

2 joint publications

Blythe Adamson

1 joint publications

Corey M Benedum

1 joint publications

Konstantin Krismer

1 joint publications

Erin Fidyk

1 joint publications

Olive Mbah

1 joint publications

Aaron B Cohen

Frequent Collaborators

2 joint publications

Selen Bozkurt

2 joint publications

Blythe Adamson

1 joint publications

Corey M Benedum

1 joint publications

Konstantin Krismer

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