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
electronic health record
single cell
big data
rna seq
cross sectional
gene expression
machine learning
genome wide
data analysis
deep learning