Characterizing the Anticancer Treatment Trajectory and Pattern in Patients Receiving Chemotherapy for Cancer Using Harmonized Observational Databases: Retrospective Study.

Hokyun Jeon Seng Chan You Seok Yun Kang Seung In Seo Jeremy L Warner Rimma Belenkaya Rae Woong Park

Published in: JMIR medical informatics (2021)

We propose a method for generating chemotherapy episodes for introduction into the oncology extension module of the OMOP-CDM databases. These proof-of-concept studies demonstrated the usability, scalability, and interoperability of the proposed framework through a distributed research network.

Keyphrases

locally advanced
electronic health record
papillary thyroid
palliative care
big data
squamous cell
healthcare
squamous cell carcinoma
health information
rectal cancer
machine learning
combination therapy
case control
deep learning
young adults
lymph node metastasis
neural network