Cynthia Yang

Text mining and visualization tools – Impressions of emerging capabilities

Yunyun Yang, Lucy Akers, Thomas Klose et al. · World Patent Information · 2008 · 110 citations

Interactive Visualization, Engineering, Data Science +8

Impact of random oversampling and random undersampling on the performance of prediction models developed using observational health data

Cynthia Yang, Egill A. Friðgeirsson, Jan A. Kors et al. · Journal Of Big Data · 2024 · 60 citations · Full text

Disease Classification, Class Imbalance, Biostatistics +17

A standardized analytics pipeline for reliable and rapid development and validation of prediction models using observational health data

Sara Khalid, Cynthia Yang, Clair Blacketer et al. · Computer Methods and Programs in Biomedicine · 2021 · 48 citations · Full text

Enhancing patent landscape analysis with visualization output

Yun Yun Yang, Lucy Akers, Cynthia Yang et al. · World Patent Information · 2010 · 41 citations

Interactive Visualization, Data Science, Business Intelligence +7

Seek COVER: using a disease proxy to rapidly develop and validate a personalized risk calculator for COVID-19 outcomes in an international network

Ross D. Williams, Aniek F. Markus, Cynthia Yang et al. · BMC Medical Research Methodology · 2022 · 33 citations · Full text