Change in survival in metastatic breast cancer with treatment advances: meta-analysis and systematic review

JL Caswell-Jin, SK Plevritis, L Tian… - JNCI cancer …, 2018 - academic.oup.com
Background Metastatic breast cancer (MBC) treatment has changed substantially over time,
but we do not know whether survival post-metastasis has improved at the population level …

Caveats for the use of operational electronic health record data in comparative effectiveness research

WR Hersh, MG Weiner, PJ Embi, JR Logan… - Medical care, 2013 - journals.lww.com
The growing amount of data in operational electronic health record systems provides
unprecedented opportunity for its reuse for many tasks, including comparative effectiveness …

Challenges and opportunities in measuring cancer recurrence in the United States

JL Warren, KR Yabroff - Journal of the National Cancer Institute, 2015 - academic.oup.com
Cancer recurrence and disease-free survival are key outcomes for measuring the burden of
illness, assessing the quality of cancer care, and informing decisions about increasingly …

Using natural language processing to construct a metastatic breast cancer cohort from linked cancer registry and electronic medical records data

AY Ling, AW Kurian, JL Caswell-Jin, GW Sledge Jr… - JAMIA …, 2019 - academic.oup.com
Objectives Most population-based cancer databases lack information on metastatic
recurrence. Electronic medical records (EMR) and cancer registries contain complementary …

Classifying lung cancer severity with ensemble machine learning in health care claims data

SL Bergquist, GA Brooks, NL Keating… - Machine Learning …, 2017 - proceedings.mlr.press
Research in oncology quality of care and health outcomes has been limited by the difficulty
of identifying cancer stage in health care claims data. Using linked cancer registry and …

An evaluation of algorithms for identifying metastatic breast, lung, or colorectal cancer in administrative claims data

JL Whyte, NM Engel-Nitz, A Teitelbaum, GG Rey… - Medical care, 2015 - journals.lww.com
Background: Administrative health care claims data are used for epidemiologic, health
services, and outcomes cancer research and thus play a significant role in policy. Cancer …

Risk and consequences of chemotherapy-induced febrile neutropenia in patients with metastatic solid tumors

D Weycker, X Li, J Edelsberg, R Barron… - Journal of oncology …, 2015 - ascopubs.org
Purpose: Although studies have evaluated the risk and consequences of febrile neutropenia
(FN) among patients receiving cancer chemotherapy in US clinical practice, none have …

Limited validity of diagnosis codes in Medicare claims for identifying cancer metastases and inferring stage

N Chawla, KR Yabroff, A Mariotto, TS McNeel… - Annals of …, 2014 - Elsevier
Purpose Researchers are using diagnosis codes from health claims to identify metastatic
disease in cancer patients. The validity of this approach has not been established. Methods …

Detecting lung and colorectal cancer recurrence using structured clinical/administrative data to enable outcomes research and population health management

MJ Hassett, H Uno, AM Cronin, NM Carroll… - Medical care, 2017 - journals.lww.com
Methods: We developed algorithms to detect the presence and timing of recurrence after
definitive therapy for stages I–III lung and colorectal cancer using 2 data sources that contain …

Considerations for observational research using large data sets in radiation oncology

R Jagsi, JE Bekelman, A Chen, RC Chen… - International Journal of …, 2014 - Elsevier
The radiation oncology community has witnessed growing interest in observational research
conducted using large-scale data sources such as registries and claims-based data sets …