Development and evaluation of a computable phenotype to identify pediatric patients with leukemia and lymphoma treated with chemotherapy using electronic health record data.

Charles A PhillipsHanieh RazzaghiTaylor AglioMichael J McNeil Mikaela Salvesen-Quinn Jenna M Sopfe Jennifer J Wilkes Christopher B Forrest L Charles Bailey

Published in: Pediatric blood & cancer (2019)

The EHR-based computable phenotype is an accurate cohort identification tool for pediatric patients with leukemia and lymphoma who have been treated with chemotherapy and is ready for use in clinical studies.

Keyphrases

electronic health record
clinical decision support
diffuse large b cell lymphoma
acute myeloid leukemia

bone marrow
locally advanced
adverse drug
high resolution

squamous cell carcinoma
newly diagnosed
chemotherapy induced
rectal cancer

big data
machine learning
deep learning