Generalization in Clinical Prediction Models: The Blessing and Curse of Measurement Indicator Variables

por Futoma, Joseph, Simons, Morgan, Doshi-Velez, Finale, Kamaleswaran, Rishikesan
Publicado 2021

The myth of generalisability in clinical research and machine learning in health care

por Futoma, Joseph, Simons, Morgan, Panch, Trishan, Doshi-Velez, Finale, Celi, Leo Anthony
Publicado 2020

It’s complicated: characterizing the time-varying relationship between cell phone mobility and COVID-19 spread in the US

por Jewell, Sean, Futoma, Joseph, Hannah, Lauren, Miller, Andrew C., Foti, Nicholas J., Fox, Emily B.
Publicado 2021

Statistical Deconvolution for Inference of Infection Time Series

por Miller, Andrew C., Hannah, Lauren A., Futoma, Joseph, Foti, Nicholas J., Fox, Emily B., D’Amour, Alexander, Sandler, Mark, Saurous, Rif A., Lewnard, Joseph A.
Publicado 2022

Machine learning for early detection of sepsis: an internal and temporal validation study

por Bedoya, Armando D, Futoma, Joseph, Clement, Meredith E, Corey, Kristin, Brajer, Nathan, Lin, Anthony, Simons, Morgan G, Gao, Michael, Nichols, Marshall, Balu, Suresh, Heller, Katherine, Sendak, Mark, O’Brien, Cara
Publicado 2020

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

por Sendak, Mark P, Ratliff, William, Sarro, Dina, Alderton, Elizabeth, Futoma, Joseph, Gao, Michael, Nichols, Marshall, Revoir, Mike, Yashar, Faraz, Miller, Corinne, Kester, Kelly, Sandhu, Sahil, Corey, Kristin, Brajer, Nathan, Tan, Christelle, Lin, Anthony, Brown, Tres, Engelbosch, Susan, Anstrom, Kevin, Elish, Madeleine Clare, Heller, Katherine, Donohoe, Rebecca, Theiling, Jason, Poon, Eric, Balu, Suresh, Bedoya, Armando, O'Brien, Cara
Publicado 2020