Resultats de la cerca - Suresh Balu

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  1. 1
    Presenting machine learning model information to clinical end users with model facts labels

    Presenting machine learning model information to clinical end users with model facts labels per Mark Sendak, Michael Gao, Nathan Brajer, Suresh Balu

    Publicat 2020
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  2. 2
    Machine Learning in Health Care: A Critical Appraisal of Challenges and Opportunities

    Machine Learning in Health Care: A Critical Appraisal of Challenges and Opportunities per Mark Sendak, Michael Gao, Marshall Nichols, Anthony Lin, Suresh Balu

    Publicat 2019
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  3. 3
    A Path for Translation of Machine Learning Products into Healthcare Delivery

    A Path for Translation of Machine Learning Products into Healthcare Delivery per Mark Sendak, Joshua D’Arcy, Sehj Kashyap, Michael Gao, Marshall Nichols, Kristin Corey, William Ratliff, Suresh Balu

    Publicat 2020
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  4. 4
    Integrating a Machine Learning System Into Clinical Workflows: Qualitative Study

    Integrating a Machine Learning System Into Clinical Workflows: Qualitative Study per Sahil Sandhu, Anthony Lin, Nathan Brajer, Jessica Sperling, William Ratliff, Armando Bedoya, Suresh Balu, Cara O’Brien, Mark Sendak

    Publicat 2020
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  5. 5
    Machine learning for early detection of sepsis: an internal and temporal validation study

    Machine learning for early detection of sepsis: an internal and temporal validation study per Armando Bedoya, Joseph Futoma, Meredith E. Clement, Kristin Corey, Nathan Brajer, Anthony Lin, Morgan Simons, Michael Gao, Marshall Nichols, Suresh Balu, Katherine Heller, Mark Sendak, Cara O’Brien

    Publicat 2020
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  6. 6
    A framework for the oversight and local deployment of safe and high-quality prediction models

    A framework for the oversight and local deployment of safe and high-quality prediction models per Armando Bedoya, Nicoleta Economou-Zavlanos, Benjamin A. Goldstein, Allison Young, J. Eric Jelovsek, Cara O’Brien, Amanda B. Parrish, Scott Elengold, Kay S. Lytle, Suresh Balu, Erich Huang, Eric G. Poon, Michael Pencina

    Publicat 2022
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  7. 7
    Organizational Governance of Emerging Technologies: AI Adoption in Healthcare

    Organizational Governance of Emerging Technologies: AI Adoption in Healthcare per Jee Young Kim, William Boag, Freya Gulamali, Alifia Hasan, Henry David Jeffry Hogg, Mark A. Lifson, Deirdre K. Mulligan, Manesh R. Patel, Inioluwa Deborah Raji, Ajai Sehgal, Keo Shaw, Danny Tobey, Alexandra Valladares, David Vidal, Suresh Balu, Mark Sendak

    Publicat 2023
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  8. 8
    Frameworks for procurement, integration, monitoring, and evaluation of artificial intelligence tools in clinical settings: A systematic review

    Frameworks for procurement, integration, monitoring, and evaluation of artificial intelligence tools in clinical settings: A systematic review per Sarim Dawar Khan, Zahra Hoodbhoy, Mohummad Hassan Raza Raja, Jee Young Kim, Henry David Jeffry Hogg, Afshan Anwar Ali Manji, Freya Gulamali, Alifia Hasan, Asim Shaikh, Salma Tajuddin, Nida Saddaf Khan, Manesh R. Patel, Suresh Balu, Zainab Samad, Mark Sendak

    Publicat 2024
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  9. 9
    Development and preliminary testing of Health Equity Across the AI Lifecycle (HEAAL): A framework for healthcare delivery organizations to mitigate the risk of AI solutions worsening health inequities

    Development and preliminary testing of Health Equity Across the AI Lifecycle (HEAAL): A framework for healthcare delivery organizations to mitigate the risk of AI solutions worseni... per Jee Young Kim, Alifia Hasan, Katherine C. Kellogg, William Ratliff, Sara G. Murray, Harini Suresh, Alexandra Valladares, Keo Shaw, Danny Tobey, David Vidal, Mark A. Lifson, Manesh R. Patel, Inioluwa Deborah Raji, Michael Gao, William Knechtle, Linda Tang, Suresh Balu, Mark Sendak

    Publicat 2024
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  10. 10
    Real-World Integration of a Sepsis Deep Learning Technology Into Routine Clinical Care: Implementation Study

    Real-World Integration of a Sepsis Deep Learning Technology Into Routine Clinical Care: Implementation Study per Mark Sendak, William Ratliff, Dina Sarro, Elizabeth Alderton, Joseph Futoma, Michael Gao, Marshall Nichols, Mike Revoir, Faraz Yashar, Corinne Miller, Kelly Kester, Sahil Sandhu, Kristin Corey, Nathan Brajer, Christelle Tan, Anthony Lin, Tres Brown, Susan Engelbosch, Kevin J. Anstrom, Madeleine Clare Elish, Katherine Heller, Rebecca Donohoe, Jason Theiling, Eric G. Poon, Suresh Balu, Armando Bedoya, Cara O’Brien

    Publicat 2019
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  11. 11
    The Project Baseline Health Study: a step towards a broader mission to map human health

    The Project Baseline Health Study: a step towards a broader mission to map human health per Kristine Arges, Themistocles L. Assimes, Vikram S. Bajaj, Suresh Balu, Mustafa R. Bashir, Laura M. Beskow, Rosalia Blanco, Robert M. Califf, Paul Campbell, Lawrence Carin, Victoria Christian, Scott W. Cousins, Millie Das, Marie Dockery, Pamela S. Douglas, Ashley Dunham, Julie Eckstrand, Dominik Fleischmann, Emily Ford, Elizabeth Fraulo, John French, Sanjiv S. Gambhir, Geoffrey S. Ginsburg, Robert C. Green, François Haddad, Adrian F. Hernandez, John Hernandez, Erich Huang, Glenn J. Jaffe, Daniel A. King, Lynne Koweek, Curtis P. Langlotz, Yaping Joyce Liao, Kenneth W. Mahaffey, Kelly Marcom, William J. Marks, David J. Maron, Reid McCabe, Shannon J. McCall, Rebecca McCue, Jessica L. Mega, David P. Miller, Lawrence H. Muhlbaier, Rajan Munshi, L. Kristin Newby, Ezra Pak-Harvey, Bray Patrick‐Lake, Michael J. Pencina, Eric D. Peterson, Fátima Rodríguez, Scarlet Shore, Svati H. Shah, Steven Shipes, George W. Sledge, Susie Spielman, Ryan Spitler, Terry Schaack, Geeta K. Swamy, Martin J. Willemink, Charlene A. Wong

    Publicat 2020
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