Real-World Data Quality Framework for Oncology Time to Treatment Discontinuation Use Case: Implementation and Evaluation Study.

Boshu Ru Arthur Sillah Kaushal Desai Sheenu Chandwani Lixia Yao Smita Kothari

Published in: JMIR medical informatics (2024)

The fit-for-purpose data quality assessment demonstrated substantial variability in the quality of the 2 real-world data sets. The data quality specifications applied for rwTTD estimation can be expanded to support a broad spectrum of oncology use cases.

Keyphrases

electronic health record
big data
quality improvement
palliative care
primary care
data analysis
deep learning
combination therapy