Year |
Citation |
Score |
2020 |
Burgermaster M, Son JH, Davidson PG, Smaldone AM, Kuperman G, Feller DJ, Burt KG, Levine ME, Albers DJ, Weng C, Mamykina L. A new approach to integrating patient-generated data with expert knowledge for personalized goal setting: A pilot study. International Journal of Medical Informatics. 139: 104158. PMID 32388157 DOI: 10.1016/J.Ijmedinf.2020.104158 |
0.311 |
|
2019 |
Albers DJ, Levine ME, Mamykina L, Hripcsak G. The parameter Houlihan: A solution to high-throughput identifiability indeterminacy for brutally ill-posed problems. Mathematical Biosciences. 316: 108242. PMID 31454628 DOI: 10.1016/J.Mbs.2019.108242 |
0.302 |
|
2019 |
Woldaregay AZ, Årsand E, Walderhaug S, Albers D, Mamykina L, Botsis T, Hartvigsen G. Data-driven modeling and prediction of blood glucose dynamics: Machine learning applications in type 1 diabetes. Artificial Intelligence in Medicine. PMID 31383477 DOI: 10.1016/J.Artmed.2019.07.007 |
0.305 |
|
2018 |
Albers DJ, Levine ME, Stuart A, Mamykina L, Gluckman B, Hripcsak G. Mechanistic machine learning: how data assimilation leverages physiologic knowledge using Bayesian inference to forecast the future, infer the present, and phenotype. Journal of the American Medical Informatics Association : Jamia. 25: 1392-1401. PMID 30312445 DOI: 10.1093/Jamia/Ocy106 |
0.31 |
|
2018 |
Levine ME, Albers DJ, Hripcsak G. Methodological variations in lagged regression for detecting physiologic drug effects in EHR data. Journal of Biomedical Informatics. PMID 30172760 DOI: 10.1016/J.Jbi.2018.08.014 |
0.319 |
|
2018 |
Albers DJ, Elhadad N, Claassen J, Perotte R, Goldstein A, Hripcsak G. Estimating summary statistics for electronic health record laboratory data for use in high-throughput phenotyping algorithms. Journal of Biomedical Informatics. 78: 87-101. PMID 29369797 DOI: 10.1016/J.Jbi.2018.01.004 |
0.305 |
|
2017 |
Hripcsak G, Albers DJ. High-fidelity phenotyping: richness and freedom from bias. Journal of the American Medical Informatics Association : Jamia. PMID 29040596 DOI: 10.1093/Jamia/Ocx110 |
0.319 |
|
2017 |
Albers DJ, Levine M, Gluckman B, Ginsberg H, Hripcsak G, Mamykina L. Personalized glucose forecasting for type 2 diabetes using data assimilation. Plos Computational Biology. 13: e1005232. PMID 28448498 DOI: 10.1371/Journal.Pcbi.1005232 |
0.302 |
|
2014 |
Albers DJ, Elhadad N, Tabak E, Perotte A, Hripcsak G. Dynamical phenotyping: using temporal analysis of clinically collected physiologic data to stratify populations. Plos One. 9: e96443. PMID 24933368 DOI: 10.1371/Journal.Pone.0096443 |
0.31 |
|
2012 |
Albers DJ, Hripcsak G, Schmidt M. Population physiology: leveraging electronic health record data to understand human endocrine dynamics. Plos One. 7: e48058. PMID 23272040 DOI: 10.1371/Journal.Pone.0048058 |
0.331 |
|
2010 |
Albers DJ, Hripcsak G. A statistical dynamics approach to the study of human health data: resolving population scale diurnal variation in laboratory data. Physics Letters. A. 374: 1159-1164. PMID 20544004 DOI: 10.1016/J.Physleta.2009.12.067 |
0.346 |
|
2006 |
Albers DJ, Sprott JC, Crutchfield JP. Persistent chaos in high dimensions. Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics. 74: 057201. PMID 17280024 DOI: 10.1103/Physreve.74.057201 |
0.519 |
|
2006 |
Albers DJ, Sprott JC. Structural stability and hyperbolicity violation in high-dimensional dynamical systems Nonlinearity. 19: 1801-1847. DOI: 10.1088/0951-7715/19/8/005 |
0.537 |
|
2006 |
Albers DJ, Sprott JC. Routes to chaos in high-dimensional dynamical systems: A qualitative numerical study Physica D: Nonlinear Phenomena. 223: 194-207. DOI: 10.1016/J.Physd.2006.09.004 |
0.552 |
|
2006 |
Albers DJ, Sprott JC. Probability of local bifurcation type from a fixed point: A random matrix perspective Journal of Statistical Physics. 125: 889-925. DOI: 10.1007/s10955-006-9232-6 |
0.487 |
|
1999 |
Dechert WD, Sprott JC, Albers DJ. On the probability of chaos in large dynamical systems: A Monte Carlo study Journal of Economic Dynamics and Control. 23: 1197-1206. DOI: 10.1016/S0165-1889(98)00053-0 |
0.543 |
|
1998 |
Albers DJ, Sprott JC, Dechert WD. Routes to chaos in neural networks with random weights International Journal of Bifurcation and Chaos in Applied Sciences and Engineering. 8: 1463-1478. DOI: 10.1142/S0218127498001121 |
0.534 |
|
1996 |
Albers DJ, Sprott JC, Dechert WD. Dynamical behavior of artificial neural networks with random weights Intelligent Engineering Systems Through Artificial Neural Networks. 6: 17-22. |
0.494 |
|
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