J. Randall Moorman

11 papers Journal 9Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
Equipping mathematical models for hospital dynamics using information theory.
npj Digit. Medicine
Jeremy A. Balch, Jackson G. Brandberg, Robert T. Andris, Ian G. Mesner, Daniel Nametz, Murad Megjhani, Matthew M. Ruppert, Die Hu, Matthew T. Clark, Benjamin Shickel, Benjamin L. Ranard, John B. Delos, David J. Albers, Tyler J. Loftus, Soojin Park, J. Randall Moorman
2022 J jnl
Discovery of signatures of fatal neonatal illness in vital signs using highly comparative time-series analysis.
npj Digit. Medicine
Justin Niestroy, J. Randall Moorman, Maxwell Adam Levinson, Sadnan Al Manir, Timothy W. Clark, Karen Fairchild, Douglas E. Lake
2022 J jnl
FAIRSCAPE: a Framework for FAIR and Reproducible Biomedical Analytics.
Neuroinformatics
Maxwell Adam Levinson, Justin Niestroy, Sadnan Al Manir, Karen Fairchild, Douglas E. Lake, J. Randall Moorman, Timothy W. Clark
2022 J jnl
Phenotype clustering in health care: A narrative review for clinicians.
Frontiers Artif. Intell.
Tyler J. Loftus, Benjamin Shickel, Jeremy A. Balch, Patrick James Tighe, Kenneth L. Abbott, Brian Fazzone, Erik M. Anderson, Jared Rozowsky, Tezcan Ozrazgat-Baslanti, Yuanfang Ren, Scott A. Berceli, William R. Hogan, Philip A. Efron, J. Randall Moorman, Parisa Rashidi, Gilbert R. Upchurch Jr., Azra Bihorac
2022 J jnl
Sequence to Sequence ECG Cardiac Rhythm Classification Using Convolutional Recurrent Neural Networks.
IEEE J. Biomed. Health Informatics
Teeranan Pokaprakarn, Rebecca Kitzmiller, J. Randall Moorman, Douglas E. Lake, Ashok Kumar Krishnamurthy, Michael R. Kosorok
2022 J jnl
The principles of whole-hospital predictive analytics monitoring for clinical medicine originated in the neonatal ICU.
npj Digit. Medicine
J. Randall Moorman
2017 J jnl
Hemorrhage Prediction Models in Surgical Intensive Care: Bedside Monitoring Data Adds Information to Lab Values.
IEEE J. Biomed. Health Informatics
Marco De Pasquale, Travis J. Moss, Sergio Cerutti, James Forrest Calland, Douglas E. Lake, J. Randall Moorman, Manuela Ferrario
2014 — conf
Application of dynamical analyses of heart rate to rhythm classification and prognosis.
EMBC
Marta Carrara, L. Carozzi, Sergio Cerutti, Manuela Ferrario, Douglas E. Lake, J. Randall Moorman
2011 — conf
Predictive monitoring for early detection of subacute potentially catastrophic illnesses in critical care.
EMBC
J. Randall Moorman, Craig G. Rusin, Hoshik Lee, Lauren E. Guin, Matthew T. Clark, John B. Delos, John Kattwinkel, Douglas E. Lake
2006 J jnl
Heart rate characteristics monitoring for neonatal sepsis.
IEEE Trans. Biomed. Eng.
J. Randall Moorman, Douglas E. Lake, M. Pamela Griffin
2006 J jnl
Toward quantitative fetal heart rate monitoring.
IEEE Trans. Biomed. Eng.
Hanqing Cao, Douglas E. Lake, James E. Ferguson II, Christian A. Chisholm, M. Pamela Griffin, J. Randall Moorman