Author

Sheila Nemeth

Observed name: S Nemeth

Institution: Flatiron Health (United States)

Observed institution: Flatiron Health (United States)

ORCID: 0000-0001-5611-1496

Observed ORCID: 0000-0001-5611-1496

OpenAlex ID: A5027964386

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

2023 · Blythe Adamson, Michael Waskom, et al. · Frontiers in Pharmacology · 105

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

2023 · Corey M. Benedum, Arjun Sondhi, et al. · Cancers · 37

A Natural Language Processing Algorithm to Improve Completeness of ECOG Performance Status in Real-World Data

2023 · Aaron B. Cohen, Andrej Rosic, et al. · Applied Sciences · 24

RWD112 Can ML-Extracted Variables Reproduce Real World Comparative Effectiveness Results From Expert-Abstracted Data? A Case Study in Metastatic Non-Small Cell Lung Cancer Treatment

2022 · A Sondhi, C Benedum, et al. · Value in Health · 3

P57 Machine Learning-Accelerated Outcomes Research: A Real-World Case Study of Biomarker-Associated Overall Survival in Oncology

2022 · C Benedum, B Adamson, et al. · Value in Health · 2

MSR79 Evaluation of Real-World Response Rate in Clinical Trial-Aligned Cohorts of Patients With Lung, Colon, and Breast Cancer Using Machine Learning

2024 · Q Zhang, K Krismer, et al. · Value in Health · 1

Metastatic patterns and outcomes by HER2 and hormone receptor (HR) status in patients (pts) with metastatic breast cancer (mBC).

2023 · Qianyu Yuan, Emily Castellanos, et al. · Journal of Clinical Oncology

Works count: 7

Citation count: 171

H-index: 3

I10-index: 3