Katie Ovens

Generalizability of Machine Learning Models: Quantitative Evaluation of Three Methodological Pitfalls

Farhad Maleki, Katie Ovens, Rajiv Gupta et al. · Radiology Artificial Intelligence · 2022 · 108 citations · Full text

Size matters: how sample size affects the reproducibility and specificity of gene set analysis

Farhad Maleki, Katie Ovens, Ian McQuillan et al. · Human Genomics · 2019 · 47 citations · Full text

How useful are delta checks in the 21st century? A stochastic-dynamic model of specimen mix-up and detection

Katie Ovens, Christopher Naugler · Journal of Pathology Informatics · 2012 · 46 citations · Full text

Preliminary evidence of different selection pressures on cancer cells as compared to normal tissues

Katie Ovens, Christopher Naugler · Theoretical Biology and Medical Modelling · 2012 · 17 citations · Full text

Juxtapose: a gene-embedding approach for comparing co-expression networks

Katie Ovens, Farhad Maleki, B. Frank Eames et al. · BMC Bioinformatics · 2021 · 16 citations · Full text