J. Randall Moorman

Publication Activity (10 Years)

Years Active: 2006-2022
Publications (10 Years): 6

Top Topics

Recurrent Neural Networks

Classification Trees

Intensive Care Units

Top Venues

IEEE J. Biomed. Health Informatics

npj Digit. Medicine

Frontiers Artif. Intell.

Publications

Maxwell Adam Levinson, Justin Niestroy, Sadnan Al Manir, Karen Fairchild, Douglas E. Lake, J. Randall Moorman, Timothy W. Clark
FAIRSCAPE: a Framework for FAIR and Reproducible Biomedical Analytics. Neuroinformatics 20 (1) (2022)
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
Phenotype clustering in health care: A narrative review for clinicians. Frontiers Artif. Intell. 5 (2022)
Justin Niestroy, J. Randall Moorman, Maxwell Adam Levinson, Sadnan Al Manir, Timothy W. Clark, Karen Fairchild, Douglas E. Lake
Discovery of signatures of fatal neonatal illness in vital signs using highly comparative time-series analysis. npj Digit. Medicine 5 (2022)
Teeranan Pokaprakarn, Rebecca Kitzmiller, J. Randall Moorman, Douglas E. Lake, Ashok K. Krishnamurthy, Michael R. Kosorok
Sequence to Sequence ECG Cardiac Rhythm Classification Using Convolutional Recurrent Neural Networks. IEEE J. Biomed. Health Informatics 26 (2) (2022)
J. Randall Moorman
The principles of whole-hospital predictive analytics monitoring for clinical medicine originated in the neonatal ICU. npj Digit. Medicine 5 (2022)
Marco De Pasquale, Travis J. Moss, Sergio Cerutti, James Forrest Calland, Douglas E. Lake, J. Randall Moorman, Manuela Ferrario
Hemorrhage Prediction Models in Surgical Intensive Care: Bedside Monitoring Data Adds Information to Lab Values. IEEE J. Biomed. Health Informatics 21 (6) (2017)
Marta Carrara, L. Carozzi, Sergio Cerutti, Manuela Ferrario, Douglas E. Lake, J. Randall Moorman
Application of dynamical analyses of heart rate to rhythm classification and prognosis. EMBC (2014)
J. Randall Moorman, Craig G. Rusin, Hoshik Lee, Lauren E. Guin, Matthew T. Clark, John B. Delos, John Kattwinkel, Douglas E. Lake
Predictive monitoring for early detection of subacute potentially catastrophic illnesses in critical care. EMBC (2011)
Hanqing Cao, Douglas E. Lake, James E. Ferguson II, Christian A. Chisholm, M. Pamela Griffin, J. Randall Moorman
Toward quantitative fetal heart rate monitoring. IEEE Trans. Biomed. Eng. 53 (1) (2006)
J. Randall Moorman, Douglas E. Lake, M. Pamela Griffin
Heart rate characteristics monitoring for neonatal sepsis. IEEE Trans. Biomed. Eng. 53 (1) (2006)