An algorithm to predict data completeness in oncology electronic medical records for comparative effectiveness research

D Merola, S Schneeweiss, D Schrag, J Lii, KJ Lin - Annals of epidemiology, 2022 - Elsevier
assessed variable misclassification by decile of predicted CR. Since claims data capture
information across the healthcare … a comparable co-morbidity profile compared to other cancer

Cancer Registry Data linkage of electronic health record data from ASCO's CancerLinQ: evaluation of advantages, limitations, and lessons learned

ME Charlton, AR Kahl, BD McDowell… - JCO clinical cancer …, 2022 - ascopubs.org
… to Medicare claims was used among patients with cancer … Our comparison of data elements
in the linked CancerLinQ … from hospital medical records and have challenges capturing …

[HTML][HTML] Comparison between health insurance claims and electronic health records (EHRs) for metastatic non-small-cell lung cancer (NSCLC) patient characteristics …

YC Choi, D Zhang, JE Tyczynski - Drugs-Real World Outcomes, 2021 - Springer
… LoTs between the claims and EHR cohorts were comparable … the patient’s clinical records
regardless of health insurance … by health plans did not play a significant role in determining

Using electronic health record data to identify comparator populations for comparative effectiveness research

SD Ramsey, BJ Adamson, X Wang… - Journal of Medical …, 2020 - Taylor & Francis
… We use common scenarios in cancer to illustrate general … overall approach to estimating
survival follows commonly used … of direct comparison, EHR data can be used to understand the …

Population-Based Registry Linkages to Improve Validity of Electronic Health Record–Based Cancer Research

CA Thompson, A Jin, HS Luft, DY Lichtensztajn… - Cancer Epidemiology …, 2020 - AACR
… We also evaluate the external validity of the linked cancer … -CCR linkage, we compiled two
“finder files” for comparison. … a larger proportion of EHR patients claimed Medicare as their …

[HTML][HTML] Clinical comparison between trial participants and potentially eligible patients using electronic health record data: a generalizability assessment method

JR Rogers, G Hripcsak, YK Cheung, C Weng - Journal of biomedical …, 2021 - Elsevier
… (eg, clinical registry) and pursue a comparison between the … regarding patient medical record
numbers (MRN) that can be … malignant neoplastic disease despite this being a cancer trial. …

The Use of Oncology Electronic Health Record Databases to Assess the Effectiveness of Breast Cancer Treatment

D Merola, JK Lin - 2022 - search.proquest.com
… We assessed variable misclassification by decile of … missing data and comparability of the
two study populations, our … medical records of over a hundred community oncology practices. …

… non-small cell lung CANCER (NSCLC) patient characteristics and treatment patterns: a comparison between health insurance claims and electronic health records  …

YC Choi, D Zhang, JE Tyczynski - Value in Health, 2020 - valueinhealthjournal.com
patients was generated to mimic observational registry data. … are assessing the ability of
electronic health record (EHR) data to … : Research articles reporting any use of EHR for oncology

Real‐world overall survival using oncology electronic health record data: friends of cancer research pilot

L Lasiter, O Tymejczyk, E Garrett‐Mayer… - Clinical …, 2022 - Wiley Online Library
… and claims data. In this … By estimating treatment effects in each data set, we sought to
distinguish the … While a trial replication or direct comparison was outside the scope of this work, …

Effectiveness research in oncology with electronic health record data: A retrospective cohort study emulating the PALOMA‐2 trial

D Merola, J Young, D Schrag, KJ Lin… - … and drug safety, 2023 - Wiley Online Library
… missing data and comparability of the two study populations, … oncology cohort derived from
a linked claims-EHR database. … We assessed the potential for surveillance bias by estimating