Michael Gao

18 papers A* 2Misc 2Journal 12Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
Evaluating sepsis watch generalizability through multisite external validation of a sepsis machine learning model.
npj Digit. Medicine
Bruno Valan, Anusha Prakash, William Ratliff, Michael Gao, Srikanth Muthya, Ajit Thomas, Jennifer L. Eaton, Matt Gardner, Marshall Nichols, Mike Revoir, Dustin Tart, Cara O'Brien, Manesh Patel, Suresh Balu, Mark P. Sendak
2024 J jnl
The algorithm journey map: a tangible approach to implementing AI solutions in healthcare.
npj Digit. Medicine
William Boag, Alifia Hasan, Jee Young Kim, Mike Revoir, Marshall Nichols, William Ratliff, Michael Gao, Shira Zilberstein, Zainab Samad, Zahra Hoodbhoy, Mushyada Ali, Nida Saddaf Khan, Manesh Patel, Suresh Balu, Mark P. Sendak
2024 J jnl
Translating ethical and quality principles for the effective, safe and fair development, deployment and use of artificial intelligence technologies in healthcare.
J. Am. Medical Informatics Assoc.
Nicoleta J. Economou-Zavlanos, Sophia Bessias, Michael P. Cary, Armando Bedoya, Benjamin Goldstein, John Eric Jelovsek, Cara O'Brien, Nancy Walden, Matthew Elmore, Amanda B. Parrish, Scott Elengold, Kay S. Lytle, Suresh Balu, Michael E. Lipkin, Afreen Idris Shariff, Michael Gao, David Leverenz, Ricardo Henao, David Y. Ming, David M. Gallagher, Michael J. Pencina, Eric G. Poon
2022 — conf
Development and Validation of ML-DQA - a Machine Learning Data Quality Assurance Framework for Healthcare.
MLHC
Mark P. Sendak, Gaurav Sirdeshmukh, Timothy Ochoa, Hayley Premo, Linda Tang, Kira Niederhoffer, Sarah Reed, Kaivalya Deshpande, Emily Sterrett, Melissa Bauer, Laurie Snyder, Afreen Shariff, David Whellan, Jeffrey Riggio, David Gaieski, Kristin Corey, Megan Richards, Michael Gao, Marshall Nichols, Bradley Heintze, William Knechtle, William Ratliff, Suresh Balu
2022 J jnl
Development and Validation of ML-DQA - a Machine Learning Data Quality Assurance Framework for Healthcare.
CoRR
Mark P. Sendak, Gaurav Sirdeshmukh, Timothy Ochoa, Hayley Premo, Linda Tang, Kira Niederhoffer, Sarah Reed, Kaivalya Deshpande, Emily Sterrett, Melissa Bauer, Laurie Snyder, Afreen Shariff, David Whellan, Jeffrey Riggio, David Gaieski, Kristin Corey, Megan Richards, Michael Gao, Marshall Nichols, Bradley Heintze, William Knechtle, William Ratliff, Suresh Balu
2021 J jnl
Impact of diagnosis code grouping method on clinical prediction model performance: A multi-site retrospective observational study.
Int. J. Medical Informatics
Aman Kansal, Michael Gao, Suresh Balu, Marshall Nichols, Kristin Corey, Sehj Kashyap, Mark P. Sendak
2021 J jnl
Looking for clinician involvement under the wrong lamp post: The need for collaboration measures.
J. Am. Medical Informatics Assoc.
Mark P. Sendak, Michael Gao, William Ratliff, Marshall Nichols, Armando Bedoya, Cara O'Brien, Suresh Balu
2021 A* conf
Variational Disentanglement for Rare Event Modeling.
AAAI
Zidi Xiu, Chenyang Tao, Michael Gao, Connor Davis, Benjamin Alan Goldstein, Ricardo Henao
2020 — conf
"The human body is a black box": supporting clinical decision-making with deep learning.
FAT*
Mark P. Sendak, Madeleine Clare Elish, Michael Gao, Joseph Futoma, William Ratliff, Marshall Nichols, Armando Bedoya, Suresh Balu, Cara O'Brien
2020 A* conf
Dynamic Control of Probabilistic Simple Temporal Networks.
AAAI
Michael Gao, Lindsay Popowski, Jim Boerkoel
2020 J jnl
Presenting machine learning model information to clinical end users with model facts labels.
npj Digit. Medicine
Mark P. Sendak, Michael Gao, Nathan Brajer, Suresh Balu
2020 J jnl
Quantifying controllability in temporal networks with uncertainty.
Artif. Intell.
Shyan Akmal, Savana Ammons, Hemeng Li, Michael Gao, Lindsay Popowski, James C. Boerkoel Jr.
2020 J jnl
Variational Disentanglement for Rare Event Modeling.
CoRR
Zidi Xiu, Chenyang Tao, Michael Gao, Connor Davis, Benjamin Alan Goldstein, Ricardo Henao
2019 J jnl
"The Human Body is a Black Box": Supporting Clinical Decision-Making with Deep Learning.
CoRR
Mark P. Sendak, Madeleine Clare Elish, Michael Gao, Joseph Futoma, William Ratliff, Marshall Nichols, Armando Bedoya, Suresh Balu, Cara O'Brien
2019 J jnl
First Principles Calculation of the Entropy of Liquid Aluminum.
Entropy
Michael Widom, Michael Gao
2017 Misc conf
Guiding Principles for the Duke Connected Care Predictive Modeling Pilot.
AMIA
Eugenie Komives, Shelley A. Rusincovitch, John Paat, Lawrence Carin, Daniel Costello, Michael Gao, Bradley G. Hammill, Ricardo Henao, Nigel B. Neely, Ursula Rogers, Devdutta Sangvai, Mary Schilder, Erich Huang
2017 Misc conf
Rationale and Design for the Duke Connected Care Predictive Modeling Pilot with a Medicare Shared Savings Program Population.
AMIA
Shelley A. Rusincovitch, Ricardo Henao, Michael Gao, Lawrence Carin, Ursula Rogers, Nigel B. Neely, Mary Schilder, Daniel Costello, Eugenie Komives, Erich Huang
2014 J jnl
Predicting Hurricane Power Outages to Support Storm Response Planning.
IEEE Access
Seth D. Guikema, Roshanak Nateghi, Steven M. Quiring, Andrea Staid, Allison C. Reilly, Michael Gao