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Journal Articles
- 2022
[j8]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): 187-202 (2022)- [j7]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) - [j6]Teeranan Pokaprakarn, Rebecca Kitzmiller, J. Randall Moorman, Douglas E. Lake, Ashok Kumar Krishnamurthy, Michael R. Kosorok:
Sequence to Sequence ECG Cardiac Rhythm Classification Using Convolutional Recurrent Neural Networks. IEEE J. Biomed. Health Informatics 26(2): 572-580 (2022) - 2017
- [j5]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): 1703-1710 (2017) - 2006
- [j4]Douglas E. Lake:
Renyi entropy measures of heart rate Gaussianity. IEEE Trans. Biomed. Eng. 53(1): 21-27 (2006) - [j3]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): 111-118 (2006) - [j2]J. Randall Moorman, Douglas E. Lake, M. Pamela Griffin:
Heart rate characteristics monitoring for neonatal sepsis. IEEE Trans. Biomed. Eng. 53(1): 126-132 (2006) - 2000
- [j1]Douglas E. Lake:
Minimum Chernoff entropy and exponential bounds for locating changes. IEEE Trans. Inf. Theory 46(3): 1168-1170 (2000)
Conference and Workshop Papers
- 2014
- [c5]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: 1723-1726 - 2011
- [c4]Douglas E. Lake:
Improved entropy rate estimation in physiological data. EMBC 2011: 1463-1466 - [c3]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: 5515-5518 - 1998
- [c2]Douglas E. Lake:
Harmonic phase coupling for battlefield acoustic target identification. ICASSP 1998: 2049-2052 - 1993
- [c1]Toffee A. Albina, Erica G. Bernstein, David M. Goblirsch, Douglas E. Lake:
A system for clustering spoken documents. EUROSPEECH 1993: 1371-1374
Informal and Other Publications
- 2024
- [i1]Jiaxing Qiu, Douglas E. Lake, Teague R. Henry:
Fast leave-one-cluster-out cross-validation by clustered Network Information Criteria (NICc). CoRR abs/2405.20400 (2024)
Coauthor Index
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