Douglas E. Lake

According to our database, Douglas E. Lake authored at least 13 papers between 1993 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

Sequence to Sequence ECG Cardiac Rhythm Classification Using Convolutional Recurrent Neural Networks.

Teeranan Pokaprakarn, Rebecca Kitzmiller, J. Randall Moorman, Douglas E. Lake, Ashok Kumar Krishnamurthy, Michael R. Kosorok

IEEE J. Biomed. Health Informatics, 2022

Discovery of signatures of fatal neonatal illness in vital signs using highly comparative time-series analysis.

Justin Niestroy, J. Randall Moorman, Maxwell Adam Levinson, Sadnan Al Manir, Timothy W. Clark, Karen Fairchild, Douglas E. Lake

npj Digit. Medicine, 2022

FAIRSCAPE: a Framework for FAIR and Reproducible Biomedical Analytics.

Maxwell Adam Levinson, Justin Niestroy, Sadnan Al Manir, Karen Fairchild, Douglas E. Lake, J. Randall Moorman, Timothy W. Clark

Neuroinformatics, 2022

2017

Hemorrhage Prediction Models in Surgical Intensive Care: Bedside Monitoring Data Adds Information to Lab Values.

Marco De Pasquale, Travis J. Moss, Sergio Cerutti, James Forrest Calland, Douglas E. Lake, J. Randall Moorman, Manuela Ferrario

IEEE J. Biomed. Health Informatics, 2017

2014

Application of dynamical analyses of heart rate to rhythm classification and prognosis.

Marta Carrara, L. Carozzi, Sergio Cerutti, Manuela Ferrario, Douglas E. Lake, J. Randall Moorman

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

2011

Predictive monitoring for early detection of subacute potentially catastrophic illnesses in critical care.

J. Randall Moorman, Craig G. Rusin, Hoshik Lee, Lauren E. Guin, Matthew T. Clark, John B. Delos, John Kattwinkel, Douglas E. Lake

Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Improved entropy rate estimation in physiological data.

Douglas E. Lake

Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2006

Heart rate characteristics monitoring for neonatal sepsis.

J. Randall Moorman, Douglas E. Lake, M. Pamela Griffin

IEEE Trans. Biomed. Eng., 2006

Renyi entropy measures of heart rate Gaussianity.

Douglas E. Lake

IEEE Trans. Biomed. Eng., 2006

Toward quantitative fetal heart rate monitoring.

Hanqing Cao, Douglas E. Lake, James E. Ferguson II, Christian A. Chisholm, M. Pamela Griffin, J. Randall Moorman

IEEE Trans. Biomed. Eng., 2006

2000

Minimum Chernoff entropy and exponential bounds for locating changes.

Douglas E. Lake

IEEE Trans. Inf. Theory, 2000

1998

Harmonic phase coupling for battlefield acoustic target identification.

Douglas E. Lake

Proceedings of the 1998 IEEE International Conference on Acoustics, 1998

1993

A system for clustering spoken documents.

Toffee A. Albina, Erica G. Bernstein, David M. Goblirsch, Douglas E. Lake

Proceedings of the Third European Conference on Speech Communication and Technology, 1993