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 …
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
The growing amount of data in operational electronic health record systems provides
unprecedented opportunity for its reuse for many tasks, including comparative effectiveness …
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 …
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
Objectives Most population-based cancer databases lack information on metastatic
recurrence. Electronic medical records (EMR) and cancer registries contain complementary …
recurrence. Electronic medical records (EMR) and cancer registries contain complementary …
Classifying lung cancer severity with ensemble machine learning in health care claims data
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 …
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 …
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 …
(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 …
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 …
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 …
conducted using large-scale data sources such as registries and claims-based data sets …