Publications by authors named "Suresh Balu"

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Translating AI for the Clinician.
Manesh R Patel, Suresh Balu, Michael J Pencina

November 2024

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Impact of Prognostic Notifications on Inpatient Advance Care Planning: A Cluster Randomized Trial.
Jessica E Ma, Kayla W Kilpatrick, Clemontina A Davenport, Jonathan Walter, Yvonne Acker, Suresh Balu

J Pain Symptom Manage· December 2025

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Physician Characteristics Associated With Advance Care Planning After a Machine Learning-Based Nudge.
Mihir N Patel, Yvonne Acker, Noppon Setji, Jonathan Walter, Michael Gao, Suresh Balu

Am J Hosp Palliat Care· November 2025

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Eliminating the AI digital divide by building local capacity.
Freya Gulamali, Jee Young Kim, Kartik Pejavara, Ciera Thomas, Varoon Mathur, Suresh Balu

PLOS Digit Health· October 2025

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Algorithm-Based Clinical Decision Support: Evolving Regulatory Landscape and Best Practices for Local Oversight.
Anthony L Lin, Amanda B Parrish, Michael Cary, Christina Silcox, Suresh Balu

Annu Rev Biomed Data Sci· August 2025

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Establishing organizational AI governance in healthcare: a case study in Canada.
Jee Young Kim, Alifia Hasan, Jacqueline Kueper, Terence Tang, Chris Hayes, Suresh Balu

NPJ Digit Med· August 2025

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Building models, building capacity: A review of participatory machine learning for HIV prevention.
Mark Sendak, Meg Young, Jee Young Kim, Alifia Hasan, Clare Kelsey, Suresh Balu

PLOS Glob Public Health· June 2025

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Evaluating sepsis watch generalizability through multisite external validation of a sepsis machine learning model.
Bruno Valan, Anusha Prakash, William Ratliff, Michael Gao, Srikanth Muthya, Suresh Balu

NPJ Digit Med· June 2025

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Aligning AI principles and healthcare delivery organization best practices to navigate the shifting regulatory landscape.
Alifia Hasan, Noah Prizant, Jee Young Kim, Shreya Rao, David Vidal, Suresh Balu

NPJ Digit Med· May 2025

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Development of a Flexible Chain of Thought Framework for Automated Routing of Patient Portal Messages.
Michael Gao, Kartik Pejavara, Suresh Balu, Ricardo Henao

AMIA Annu Symp Proc· May 2025

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Regulation of artificial intelligence in healthcare: Clinical Laboratory Improvement Amendments (CLIA) as a model.
Brian R Jackson, Mark P Sendak, Anthony Solomonides, Suresh Balu, Dean F Sittig

J Am Med Inform Assoc· February 2025

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Machine Learning for Targeted Advance Care Planning in Cancer Patients: A Quality Improvement Study.
Mihir N Patel, Alexandria Mara, Yvonne Acker, Jamie Gollon, Noppon Setji, Suresh Balu

J Pain Symptom Manage· December 2024

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Development and Validation of a Natural Language Processing Model to Identify Low-Risk Pulmonary Embolism in Real Time to Facilitate Safe Outpatient Management.
Krunal D Amin, Elizabeth Hope Weissler, William Ratliff, Alexander E Sullivan, Tara A Holder, Suresh Balu

Ann Emerg Med· August 2024

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Quality Improvement Study Using a Machine Learning Mortality Risk Prediction Model Notification System on Advance Care Planning in High-Risk Patients.
Jonathan Walter, Jessica Ma, Alyssa Platt, Yvonne Acker, Mark Sendak, Suresh Balu

J Brown Hosp Med· July 2024

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Strengthening the use of artificial intelligence within healthcare delivery organizations: balancing regulatory compliance and patient safety.
Mark P Sendak, Vincent X Liu, Ashley Beecy, David E Vidal, Keo Shaw, Suresh Balu

J Am Med Inform Assoc· June 2024

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Empowering US healthcare delivery organizations: Cultivating a community of practice to harness AI and advance health equity.
Mark P Sendak, Jee Young Kim, Alifia Hasan, Will Ratliff, Mark A Lifson, Suresh Balu

PLOS Digit Health· June 2024

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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.
Jee Young Kim, Alifia Hasan, Katherine C Kellogg, William Ratliff, Sara G Murray, Suresh Balu

PLOS Digit Health· May 2024

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Frameworks for procurement, integration, monitoring, and evaluation of artificial intelligence tools in clinical settings: A systematic review.
Sarim Dawar Khan, Zahra Hoodbhoy, Mohummad Hassan Raza Raja, Jee Young Kim, Henry David Jeffry Hogg, Suresh Balu

PLOS Digit Health· May 2024

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Evaluation of SNOMED CT Grouper Accuracy and Coverage in Organizing the Electronic Health Record Problem List by Clinical System: Observational Study.
Rashaud Senior, Timothy Tsai, William Ratliff, Lisa Nadler, Suresh Balu

JMIR Med Inform· May 2024

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The algorithm journey map: a tangible approach to implementing AI solutions in healthcare.
William Boag, Alifia Hasan, Jee Young Kim, Mike Revoir, Marshall Nichols, Suresh Balu

NPJ Digit Med· April 2024

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Translating ethical and quality principles for the effective, safe and fair development, deployment and use of artificial intelligence technologies in healthcare.
Nicoleta J Economou-Zavlanos, Sophia Bessias, Michael P Cary, Armando D Bedoya, Benjamin A Goldstein, Suresh Balu

J Am Med Inform Assoc· February 2024

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Development and Temporal Validation of a Machine Learning Model to Predict Clinical Deterioration.
Henry P Foote, Zohaib Shaikh, Daniel Witt, Tong Shen, William Ratliff, Suresh Balu

Hosp Pediatr· January 2024

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A framework for understanding label leakage in machine learning for health care.
Sharon E Davis, Michael E Matheny, Suresh Balu, Mark P Sendak

J Am Med Inform Assoc· December 2023

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Proactive Algorithm Monitoring to Ensure Health Equity.
Mark Sendak, Suresh Balu, Adrian F Hernandez

JAMA Netw Open· December 2023

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Development and Integration of Machine Learning Algorithm to Identify Peripheral Arterial Disease: Multistakeholder Qualitative Study.
Sabrina M Wang, H D Jeffry Hogg, Devdutta Sangvai, Manesh R Patel, E Hope Weissler, Suresh Balu

JMIR Form Res· September 2023

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