Elucidating Analytic Bias Due to Informative Cohort Entry in Cancer Clinico-genomic Datasets.

Kenneth L Kehl Hajime Uno Alexander Gusev Stefan Groha Samantha Brown Jessica A Lavery Deborah Schrag Katherine S Panageas

Published in: Cancer epidemiology, biomarkers & prevention : a publication of the American Association for Cancer Research, cosponsored by the American Society of Preventive Oncology (2023)

Novel methods are needed for unbiased inference using observational clinico-genomic data.

Keyphrases

copy number
papillary thyroid
squamous cell
single cell
electronic health record
rna seq
big data
lymph node metastasis
cross sectional
machine learning
gene expression
dna methylation
childhood cancer
young adults
deep learning