Douglas E. Lake

Publication Activity (10 Years)

Years Active: 1993-2024
Publications (10 Years): 5

Top Topics

Intensive Care Units

Top Venues

IEEE J. Biomed. Health Informatics

npj Digit. Medicine

Neuroinformatics

Publications

Jiaxing Qiu, Douglas E. Lake, Teague R. Henry
Fast leave-one-cluster-out cross-validation by clustered Network Information Criteria (NICc). CoRR (2024)
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)
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)
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)
Douglas E. Lake
Improved entropy rate estimation in physiological data. EMBC (2011)
Douglas E. Lake
Renyi entropy measures of heart rate Gaussianity. IEEE Trans. Biomed. Eng. 53 (1) (2006)
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)
Douglas E. Lake
Minimum Chernoff entropy and exponential bounds for locating changes. IEEE Trans. Inf. Theory 46 (3) (2000)
Douglas E. Lake
Harmonic phase coupling for battlefield acoustic target identification. ICASSP (1998)
Toffee A. Albina, Erica G. Bernstein, David M. Goblirsch, Douglas E. Lake
A system for clustering spoken documents. EUROSPEECH (1993)