Mark Sendak

Development and validation of machine learning models to identify high-risk surgical patients using automatically curated electronic health record data (Pythia): A retrospective, single-site study

Kristin Corey, Sehj Kashyap, Elizabeth Lorenzi et al. · PLoS Medicine · 2018 · 203 citations · Full text

Real-World Integration of a Sepsis Deep Learning Technology Into Routine Clinical Care: Implementation Study

Mark Sendak, William Ratliff, Dina Sarro et al. · JMIR Medical Informatics · 2019 · 197 citations · Full text

Presenting machine learning model information to clinical end users with model facts labels

Mark Sendak, Michael Gao, Nathan Brajer et al. · npj Digital Medicine · 2020 · 193 citations · Full text

Model Facts Labels, Machine Learning, Machine Learning Tool +20

"The human body is a black box"

Mark Sendak, Madeleine Clare Elish, Michael Gao et al. · 2020 · 162 citations · Full text

Machine Learning, Machine Learning Tool, Human Condition +24

Integrating a Machine Learning System Into Clinical Workflows: Qualitative Study

Sahil Sandhu, Anthony Lin, Nathan Brajer et al. · Journal of Medical Internet Research · 2020 · 141 citations · Full text