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2021 | 2 |
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Page 1
Approach to machine learning for extraction of real-world data variables from electronic health records.
Front Pharmacol. 2023 Sep 15;14:1180962. doi: 10.3389/fphar.2023.1180962. eCollection 2023.
Front Pharmacol. 2023.
PMID: 37781703
Free PMC article.
Considerations for the Use of Machine Learning Extracted Real-World Data to Support Evidence Generation: A Research-Centric Evaluation Framework.
Estevez M, Benedum CM, Jiang C, Cohen AB, Phadke S, Sarkar S, Bozkurt S.
Estevez M, et al.
Cancers (Basel). 2022 Jun 22;14(13):3063. doi: 10.3390/cancers14133063.
Cancers (Basel). 2022.
PMID: 35804834
Free PMC article.
Review.
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ACA Medicaid expansion association with racial disparity reductions in timely cancer treatment.
Adamson BJS, Cohen AB, Gross CP, Estévez M, Magee K, Williams E, Meropol NJ, Davidoff AJ.
Adamson BJS, et al. Among authors: estevez m.
Am J Manag Care. 2021 Jul;27(7):274-281. doi: 10.37765/ajmc.2021.88700.
Am J Manag Care. 2021.
PMID: 34314116
Free article.
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Replication of Real-World Evidence in Oncology Using Electronic Health Record Data Extracted by Machine Learning.
Benedum CM, Sondhi A, Fidyk E, Cohen AB, Nemeth S, Adamson B, Estévez M, Bozkurt S.
Benedum CM, et al. Among authors: estevez m.
Cancers (Basel). 2023 Mar 20;15(6):1853. doi: 10.3390/cancers15061853.
Cancers (Basel). 2023.
PMID: 36980739
Free PMC article.
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Automated Electronic Health Record-Based Tool for Identification of Patients With Metastatic Disease to Facilitate Clinical Trial Patient Ascertainment.
Kirshner J, Cohn K, Dunder S, Donahue K, Richey M, Larson P, Sutton L, Siu E, Donegan J, Chen Z, Nightingale C, Estévez M, Hamrick HJ.
Kirshner J, et al. Among authors: estevez m.
JCO Clin Cancer Inform. 2021 Jun;5:719-727. doi: 10.1200/CCI.20.00180.
JCO Clin Cancer Inform. 2021.
PMID: 34197178
Free article.
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