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Strengthening the use of artificial intelligence within healthcare delivery organizations: balancing regulatory compliance and patient safety.
Published in:
Journal of the American Medical Informatics Association, 2024, v. 31, n. 7, p. 1622, doi. 10.1093/jamia/ocae119
By:
- Sendak, Mark P;
- Liu, Vincent X;
- Beecy, Ashley;
- Vidal, David E;
- Shaw, Keo;
- Lifson, Mark A;
- Tobey, Danny;
- Valladares, Alexandra;
- Loufek, Brenna;
- Mogri, Murtaza;
- Balu, Suresh
Publication type:
Article
A framework for understanding label leakage in machine learning for health care.
Published in:
Journal of the American Medical Informatics Association, 2024, v. 31, n. 1, p. 274, doi. 10.1093/jamia/ocad178
By:
- Davis, Sharon E;
- Matheny, Michael E;
- Balu, Suresh;
- Sendak, Mark P
Publication type:
Article
Looking for clinician involvement under the wrong lamp post: The need for collaboration measures.
Published in:
2021
By:
- Sendak, Mark P;
- Gao, Michael;
- Ratliff, William;
- Nichols, Marshall;
- Bedoya, Armando;
- O'Brien, Cara;
- Balu, Suresh
Publication type:
research
Integrating a Machine Learning System Into Clinical Workflows: Qualitative Study.
Published in:
2020
By:
- Sandhu, Sahil;
- Lin, Anthony L;
- Brajer, Nathan;
- Sperling, Jessica;
- Ratliff, William;
- Bedoya, Armando D;
- Balu, Suresh;
- O'Brien, Cara;
- Sendak, Mark P
Publication type:
journal article
Presenting machine learning model information to clinical end users with model facts labels.
Published in:
NPJ Digital Medicine, 2020, v. 3, n. 1, p. 1, doi. 10.1038/s41746-020-0253-3
By:
- Sendak, Mark P.;
- Gao, Michael;
- Brajer, Nathan;
- Balu, Suresh
Publication type:
Article
Respiratory Syncytial Virus During the COVID-19 Pandemic Compared to Historic Levels: A Retrospective Cohort Study of a Health System.
Published in:
Journal of Infectious Diseases, 2022, v. 226, p. S175, doi. 10.1093/infdis/jiac220
By:
- Movva, Naimisha;
- Suh, Mina;
- Reichert, Heidi;
- Hintze, Bradley;
- Sendak, Mark P;
- Wolf, Zachary;
- Carr, Shannon;
- Kaminski, Tom;
- White, Meghan;
- Fisher, Kimberley;
- Wood, Charles T;
- Fryzek, Jon P;
- Nelson, Christopher B;
- Malcolm, William F
Publication type:
Article
Empowering US healthcare delivery organizations: Cultivating a community of practice to harness AI and advance health equity.
Published in:
PLoS Digital Health, 2024, v. 3, n. 6, p. 1, doi. 10.1371/journal.pdig.0000513
By:
- Sendak, Mark P.;
- Kim, Jee Young;
- Hasan, Alifia;
- Ratliff, Will;
- Lifson, Mark A.;
- Patel, Manesh;
- Raji, Iniouluwa Deborah;
- Sehgal, Ajai;
- Shaw, Keo;
- Tobey, Danny;
- Valladares, Alexandra;
- Vidal, David E.;
- Balu, Suresh
Publication type:
Article
Frameworks for procurement, integration, monitoring, and evaluation of artificial intelligence tools in clinical settings: A systematic review.
Published in:
PLoS Digital Health, 2024, v. 3, n. 5, p. 1, doi. 10.1371/journal.pdig.0000514
By:
- Khan, Sarim Dawar;
- Hoodbhoy, Zahra;
- Raja, Mohummad Hassan Raza;
- Kim, Jee Young;
- Hogg, Henry David Jeffry;
- Manji, Afshan Anwar Ali;
- Gulamali, Freya;
- Hasan, Alifia;
- Shaikh, Asim;
- Tajuddin, Salma;
- Khan, Nida Saddaf;
- Patel, Manesh R.;
- Balu, Suresh;
- Samad, Zainab;
- Sendak, Mark P.
Publication type:
Article
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.
Published in:
PLoS Digital Health, 2024, v. 3, n. 5, p. 1, doi. 10.1371/journal.pdig.0000390
By:
- Kim, Jee Young;
- Hasan, Alifia;
- Kellogg, Katherine C.;
- Ratliff, William;
- Murray, Sara G.;
- Suresh, Harini;
- Valladares, Alexandra;
- Shaw, Keo;
- Tobey, Danny;
- Vidal, David E.;
- Lifson, Mark A.;
- Patel, Manesh;
- Raji, Inioluwa Deborah;
- Gao, Michael;
- Knechtle, William;
- Tang, Linda;
- Balu, Suresh;
- Sendak, Mark P.
Publication type:
Article

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