Manual and automated methods for identifying potentially preventable readmissions: a comparison in a large healthcare system. - Ana H. Jackson; Emily Fireman; Paul Feigenbaum; Estee Neuwirth; Patricia Kipnis; Jim Bellows (BMC Medical Informatics Decis. Mak., 2014)

Development and validation of an electronic medical record-based alert score for detection of inpatient deterioration outside the ICU. - Patricia Kipnis; Benjamin J. Turk; David A. Wulf; Juan Carlos LaGuardia; Vincent X. Liu; Matthew M. Churpek; Santiago Romero-Brufau; Gabriel J. Escobar (J. Biomed. Informatics, 2016)

Assessing clinical heterogeneity in sepsis through treatment patterns and machine learning. - Alison E. Fohner; John D. Greene; Brian L. Lawson; Jonathan H. Chen; Patricia Kipnis; Gabriel J. Escobar; Vincent X. Liu (J. Am. Medical Informatics Assoc., 2019)

Prediction of 1 and 2 week nonelective hospitalization and sepsis hospitalization risk in adults. - Vincent X. Liu; Gabriel J. Escobar; Liam D. O'Suilleabhain; Khanh K. Thai; David Schlessinger; Laura C. Myers; John D. Greene; Fernando Barreda; Lawrence Gerstley; Patricia Kipnis (npj Digit. Medicine, 2025)

Expanding care coordination in an integrated health system through causal machine learning. - Ben J. Marafino; Colleen Plimier; Patricia Kipnis; Gabriel J. Escobar; Laura C. Myers; Michelle C. Donnelly; John D. Greene; Marc D. Flagg; Jessica R. Small; Vincent X. Liu (npj Digit. Medicine, 2025)