Examining the causal mediating role of brain pathology on the relationship between diabetes and cognitive impairment: the Cardiovascular Health Study

por Andrews, Ryan M., Shpitser, Ilya, Lopez, Oscar, Longstreth, William T., Chaves, Paulo H. M., Kuller, Lewis, Carlson, Michelle C.
Publicado 2020

Feature engineering with clinical expert knowledge: A case study assessment of machine learning model complexity and performance

por Roe, Kenneth D., Jawa, Vibhu, Zhang, Xiaohan, Chute, Christopher G., Epstein, Jeremy A., Matelsky, Jordan, Shpitser, Ilya, Taylor, Casey Overby
Publicado 2020

Machine Learning Methods Uncover Radiomorphologic Dose Patterns in Salivary Glands that Predict Xerostomia in Patients with Head and Neck Cancer

por Jiang, Wei, Lakshminarayanan, Pranav, Hui, Xuan, Han, Peijin, Cheng, Zhi, Bowers, Michael, Shpitser, Ilya, Siddiqui, Sauleh, Taylor, Russell H., Quon, Harry, McNutt, Todd
Publicado 2018

Controlling the chaos: Information management in home-infusion central-line–associated bloodstream infection (CLABSI) surveillance

por Hannum, Susan M., Oladapo-Shittu, Opeyemi, Salinas, Alejandra B., Weems, Kimberly, Marsteller, Jill, Gurses, Ayse P., Shpitser, Ilya, Klein, Eili, Cosgrove, Sara E., Keller, Sara C.
Publicado 2023

Spatial Radiation Dose Influence on Xerostomia Recovery and Its Comparison to Acute Incidence in Patients With Head and Neck Cancer

por Guo, Yue, Jiang, Wei, Lakshminarayanan, Pranav, Han, Peijin, Cheng, Zhi, Bowers, Michael, Hui, Xuan, Shpitser, Ilya, Siddiqui, Sauleh, Taylor, Russell H., Quon, Harry, McNutt, Todd
Publicado 2019

Implementing and validating a home-infusion central-line–associated bloodstream infection surveillance definition

por Keller, Sara C., Hannum, Susan M., Weems, Kimberly, Oladapo-Shittu, Opeyemi, Salinas, Alejandra B., Marsteller, Jill A., Gurses, Ayse P., Klein, Eili Y., Shpitser, Ilya, Crnich, Christopher J., Bhanot, Nitin, Rock, Clare, Cosgrove, Sara E.
Publicado 2023

Dose/Volume histogram patterns in Salivary Gland subvolumes influence xerostomia injury and recovery

por Han, Peijin, Lakshminarayanan, Pranav, Jiang, Wei, Shpitser, Ilya, Hui, Xuan, Lee, Sang Ho, Cheng, Zhi, Guo, Yue, Taylor, Russell H., Siddiqui, Sauleh A., Bowers, Michael, Sheikh, Khadija, Kiess, Ana, Page, Brandi R., Lee, Junghoon, Quon, Harry, McNutt, Todd R.
Publicado 2019