Barriers to Achieving Economies of Scale in Analysis of EHR Data: A Cautionary Tale

بواسطة Sendak, Mark P., Balu, Suresh, Schulman, Kevin A.
الحاوية / القاعدة Appl Clin Inform (2017)

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

بواسطة Sendak, Mark P., Gao, Michael, Brajer, Nathan, Balu, Suresh
الحاوية / القاعدة NPJ Digit Med (2020)

Machine Learning in Health Care: A Critical Appraisal of Challenges and Opportunities

بواسطة Sendak, Mark, Gao, Michael, Nichols, Marshall, Lin, Anthony, Balu, Suresh
الحاوية / القاعدة EGEMS (Wash DC) (2019)

Assessment of Spanish Translation of Websites at Top-Ranked US Hospitals

بواسطة Honeycutt, Christopher Cole, Bueno, Karina Moreno, Tran, Tamara, Gao, Michael, Balu, Suresh, Sendak, Mark
الحاوية / القاعدة JAMA Netw Open (2021)

Integrating a Machine Learning System Into Clinical Workflows: Qualitative Study

بواسطة Sandhu, Sahil, Lin, Anthony L, Brajer, Nathan, Sperling, Jessica, Ratliff, William, Bedoya, Armando D, Balu, Suresh, O'Brien, Cara, Sendak, Mark P
الحاوية / القاعدة J Med Internet Res (2020)

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

بواسطة Corey, Kristin M., Kashyap, Sehj, Lorenzi, Elizabeth, Lagoo-Deenadayalan, Sandhya A., Heller, Katherine, Whalen, Krista, Balu, Suresh, Heflin, Mitchell T., McDonald, Shelley R., Swaminathan, Madhav, Sendak, Mark
الحاوية / القاعدة PLoS Med (2018)

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

بواسطة 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
الحاوية / القاعدة JAMIA Open (2020)

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

بواسطة 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
الحاوية / القاعدة JMIR Med Inform (2020)

The Project Baseline Health Study: a step towards a broader mission to map human health

بواسطة Arges, Kristine, Assimes, Themistocles, Bajaj, Vikram, Balu, Suresh, Bashir, Mustafa R., Beskow, Laura, Blanco, Rosalia, Califf, Robert, Campbell, Paul, Carin, Larry, Christian, Victoria, Cousins, Scott, Das, Millie, Dockery, Marie, Douglas, Pamela S., Dunham, Ashley, Eckstrand, Julie, Fleischmann, Dominik, Ford, Emily, Fraulo, Elizabeth, French, John, Gambhir, Sanjiv S., Ginsburg, Geoffrey S., Green, Robert C., Haddad, Francois, Hernandez, Adrian, Hernandez, John, Huang, Erich S., Jaffe, Glenn, King, Daniel, Koweek, Lynne H., Langlotz, Curtis, Liao, Yaping J., Mahaffey, Kenneth W., Marcom, Kelly, Marks, William J., Maron, David, McCabe, Reid, McCall, Shannon, McCue, Rebecca, Mega, Jessica, Miller, David, Muhlbaier, Lawrence H., Munshi, Rajan, Newby, L. Kristin, Pak-Harvey, Ezra, Patrick-Lake, Bray, Pencina, Michael, Peterson, Eric D., Rodriguez, Fatima, Shore, Scarlet, Shah, Svati, Shipes, Steven, Sledge, George, Spielman, Susie, Spitler, Ryan, Schaack, Terry, Swamy, Geeta, Willemink, Martin J., Wong, Charlene A.
الحاوية / القاعدة NPJ Digit Med (2020)