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

gan Sendak, Mark P., Balu, Suresh, Schulman, Kevin A.
Cyhoeddwyd yn Appl Clin Inform (2017)

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

gan Sendak, Mark P., Gao, Michael, Brajer, Nathan, Balu, Suresh
Cyhoeddwyd yn NPJ Digit Med (2020)

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

gan Sendak, Mark, Gao, Michael, Nichols, Marshall, Lin, Anthony, Balu, Suresh
Cyhoeddwyd yn EGEMS (Wash DC) (2019)

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

gan Honeycutt, Christopher Cole, Bueno, Karina Moreno, Tran, Tamara, Gao, Michael, Balu, Suresh, Sendak, Mark
Cyhoeddwyd yn JAMA Netw Open (2021)

Integrating a Machine Learning System Into Clinical Workflows: Qualitative Study

gan Sandhu, Sahil, Lin, Anthony L, Brajer, Nathan, Sperling, Jessica, Ratliff, William, Bedoya, Armando D, Balu, Suresh, O'Brien, Cara, Sendak, Mark P
Cyhoeddwyd yn 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...

gan 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
Cyhoeddwyd yn PLoS Med (2018)

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

gan 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
Cyhoeddwyd yn JAMIA Open (2020)

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

gan 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
Cyhoeddwyd yn JMIR Med Inform (2020)

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

gan 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.
Cyhoeddwyd yn NPJ Digit Med (2020)