Ruoxi Yu

Clonal Genetic Alterations in the Lungs of Current and Former Smokers

Li Mao, Jack Lee, Jonathan M. Kurie et al. · JNCI Journal of the National Cancer Institute · 1997 · 454 citations

Automatic Detection and Classification of Colorectal Polyps by Transferring Low-Level CNN Features From Nonmedical Domain

Ruikai Zhang, Yali Zheng, Tony Wing Chung Mak et al. · IEEE Journal of Biomedical and Health Informatics · 2016 · 360 citations

Convolutional Neural Network, Engineering, Machine Learning +23

Validation of <i>HER2</i> Amplification as a Predictive Biomarker for Anti–Epidermal Growth Factor Receptor Antibody Therapy in Metastatic Colorectal Cancer

Kanwal Pratap Singh Raghav, Jonathan M. Loree, Jeffrey S. Morris et al. · JCO Precision Oncology · 2019 · 126 citations

HER2 amplification as a negative predictive biomarker for anti-epidermal growth factor receptor antibody therapy in metastatic colorectal cancer.

Kanwal Raghav, Michael J. Overman, Ruoxi Yu et al. · Journal of Clinical Oncology · 2016 · 73 citations

Tumor Biology, Negative Predictive Biomarker, Cancer Epidemiology +15

Using a Multi-Task Recurrent Neural Network With Attention Mechanisms to Predict Hospital Mortality of Patients

Ruoxi Yu, Yali Zheng, Ruikai Zhang et al. · IEEE Journal of Biomedical and Health Informatics · 2019 · 53 citations

Attention Mechanisms, Machine Learning, Engineering +22