Presenting machine learning model information to clinical end users with model facts labels
Sendak, Mark P., Gao, Michael, Brajer, Nathan, Balu, Suresh
Published in NPJ digital medicine (23.03.2020)
Published in NPJ digital medicine (23.03.2020)
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Journal Article
Development and validation of machine learning models to identify high-risk surgical patients using automatically curated electronic health record data (Pythia): A retrospective, single-site study
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
Published in PLoS medicine (01.11.2018)
Published in PLoS medicine (01.11.2018)
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Journal Article
Specialty Pharmaceuticals for Hyperlipidemia — Impact on Insurance Premiums
Schulman, Kevin A, Balu, Suresh, Reed, Shelby D
Published in The New England journal of medicine (22.10.2015)
Published in The New England journal of medicine (22.10.2015)
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Journal Article
Evaluation of SNOMED CT Grouper Accuracy and Coverage in Organizing the Electronic Health Record Problem List by Clinical System: Observational Study
Senior, Rashaud, Tsai, Timothy, Ratliff, William, Nadler, Lisa, Balu, Suresh, Malcolm, Elizabeth, McPeek Hinz, Eugenia
Published in JMIR medical informatics (09.05.2024)
Published in JMIR medical informatics (09.05.2024)
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Journal Article
The algorithm journey map: a tangible approach to implementing AI solutions in healthcare
Boag, William, Hasan, Alifia, Kim, Jee Young, Revoir, Mike, Nichols, Marshall, Ratliff, William, Gao, Michael, Zilberstein, Shira, Samad, Zainab, Hoodbhoy, Zahra, Ali, Mushyada, Khan, Nida Saddaf, Patel, Manesh, Balu, Suresh, Sendak, Mark
Published in NPJ digital medicine (09.04.2024)
Published in NPJ digital medicine (09.04.2024)
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Journal Article
Development and Integration of Machine Learning Algorithm to Identify Peripheral Arterial Disease: Multistakeholder Qualitative Study
Wang, Sabrina M, Hogg, H D Jeffry, Sangvai, Devdutta, Patel, Manesh R, Weissler, E Hope, Kellogg, Katherine C, Ratliff, William, Balu, Suresh, Sendak, Mark
Published in JMIR formative research (21.09.2023)
Published in JMIR formative research (21.09.2023)
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Journal 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
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
Published in PLOS digital health (01.05.2024)
Published in PLOS digital health (01.05.2024)
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Journal Article
Frameworks for procurement, integration, monitoring, and evaluation of artificial intelligence tools in clinical settings: A systematic review
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
Published in PLOS digital health (01.05.2024)
Published in PLOS digital health (01.05.2024)
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Journal Article
Use of convolutional neural networks in skin lesion analysis using real world image and non-image data
Wong, Samantha C., Ratliff, William, Xia, Meng, Park, Christine, Sendak, Mark, Balu, Suresh, Henao, Ricardo, Carin, Lawrence, Kheterpal, Meenal K.
Published in Frontiers in medicine (19.10.2022)
Published in Frontiers in medicine (19.10.2022)
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Journal Article
Translating AI for the Clinician
Patel, Manesh R, Balu, Suresh, Pencina, Michael J
Published in JAMA : the journal of the American Medical Association (15.10.2024)
Published in JAMA : the journal of the American Medical Association (15.10.2024)
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Journal Article
AI on the Front Lines
Kellogg, Katherine C, Sendak, Mark, Balu, Suresh
Published in MIT Sloan management review (01.06.2022)
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Published in MIT Sloan management review (01.06.2022)
Journal Article
Integrating a Machine Learning System Into Clinical Workflows: Qualitative Study
Sandhu, Sahil, Lin, Anthony L, Brajer, Nathan, Sperling, Jessica, Ratliff, William, Bedoya, Armando D, Balu, Suresh, O'Brien, Cara, Sendak, Mark P
Published in Journal of medical Internet research (19.11.2020)
Published in Journal of medical Internet research (19.11.2020)
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Journal Article
Impact of diagnosis code grouping method on clinical prediction model performance: A multi-site retrospective observational study
Kansal, Aman, Gao, Michael, Balu, Suresh, Nichols, Marshall, Corey, Kristin, Kashyap, Sehj, Sendak, Mark
Published in International journal of medical informatics (Shannon, Ireland) (01.07.2021)
Published in International journal of medical informatics (Shannon, Ireland) (01.07.2021)
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Journal Article
A framework for the oversight and local deployment of safe and high-quality prediction models
Bedoya, Armando D, Economou-Zavlanos, Nicoleta J, Goldstein, Benjamin A, Young, Allison, Jelovsek, J Eric, O'Brien, Cara, Parrish, Amanda B, Elengold, Scott, Lytle, Kay, Balu, Suresh, Huang, Erich, Poon, Eric G, Pencina, Michael J
Published in Journal of the American Medical Informatics Association : JAMIA (16.08.2022)
Published in Journal of the American Medical Informatics Association : JAMIA (16.08.2022)
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Journal Article
Development of a Human Immunodeficiency Virus Risk Prediction Model Using Electronic Health Record Data From an Academic Health System in the Southern United States
Burns, Charles M, Pung, Leland, Witt, Daniel, Gao, Michael, Sendak, Mark, Balu, Suresh, Krakower, Douglas, Marcus, Julia L, Okeke, Nwora Lance, Clement, Meredith E
Published in Clinical infectious diseases (13.01.2023)
Published in Clinical infectious diseases (13.01.2023)
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Journal Article