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DJ Albers
DJ Albers
University of Colorado and Columbia University
Verified email at ucdenver.edu
Title
Cited by
Cited by
Year
Next-generation phenotyping of electronic health records
G Hripcsak, DJ Albers
Journal of the American Medical Informatics Association 20 (1), 117-121, 2013
7002013
Nonconvulsive seizures after subarachnoid hemorrhage: multimodal detection and outcomes
J Claassen, A Perotte, D Albers, S Kleinberg, JM Schmidt, B Tu, ...
Annals of neurology 74 (1), 53-64, 2013
1862013
Relationship between nursing documentation and patients’ mortality
SA Collins, K Cato, D Albers, K Scott, PD Stetson, S Bakken, DK Vawdrey
American Journal of Critical Care 22 (4), 306-313, 2013
1642013
Data-driven modeling and prediction of blood glucose dynamics: Machine learning applications in type 1 diabetes
AZ Woldaregay, E Årsand, S Walderhaug, D Albers, L Mamykina, T Botsis, ...
Artificial intelligence in medicine 98, 109-134, 2019
1252019
Nonconvulsive seizures in subarachnoid hemorrhage link inflammation and outcome
J Claassen, D Albers, JM Schmidt, GM De Marchis, D Pugin, CM Falo, ...
Annals of neurology 75 (5), 771-781, 2014
1072014
Parameterizing time in electronic health record studies
G Hripcsak, DJ Albers, A Perotte
Journal of the American Medical Informatics Association 22 (4), 794-804, 2015
882015
Personalized glucose forecasting for type 2 diabetes using data assimilation
DJ Albers, M Levine, B Gluckman, H Ginsberg, G Hripcsak, L Mamykina
PLoS computational biology 13 (4), e1005232, 2017
842017
Identifying and mitigating biases in EHR laboratory tests
R Pivovarov, DJ Albers, JL Sepulveda, N Elhadad
Journal of biomedical informatics 51, 24-34, 2014
822014
Exploiting time in electronic health record correlations
G Hripcsak, DJ Albers, A Perotte
Journal of the American Medical Informatics Association 18 (Supplement_1 …, 2011
702011
Correlating electronic health record concepts with healthcare process events
G Hripcsak, DJ Albers
Journal of the American Medical Informatics Association 20 (e2), e311-e318, 2013
652013
Data-driven blood glucose pattern classification and anomalies detection: machine-learning applications in type 1 diabetes
AZ Woldaregay, E Årsand, T Botsis, D Albers, L Mamykina, G Hartvigsen
Journal of medical Internet research 21 (5), e11030, 2019
612019
High-fidelity phenotyping: richness and freedom from bias
G Hripcsak, DJ Albers
Journal of the American Medical Informatics Association 25 (3), 289-294, 2018
602018
Discovering medical conditions associated with periodontitis using linked electronic health records
MR Boland, G Hripcsak, DJ Albers, Y Wei, AB Wilcox, J Wei, J Li, S Lin, ...
Journal of clinical periodontology 40 (5), 474-482, 2013
592013
Routes to chaos in neural networks with random weights
DJ Albers, JC Sprott, WD Dechert
International Journal of Bifurcation and chaos 8 (07), 1463-1478, 1998
551998
The association between ventilator dyssynchrony, delivered tidal volume, and sedation using a novel automated ventilator dyssynchrony detection algorithm
PD Sottile, D Albers, C Higgins, J Mckeehan, MM Moss
Critical care medicine 46 (2), e151, 2018
542018
Survival analysis with electronic health record data: Experiments with chronic kidney disease
Y Hagar, D Albers, R Pivovarov, H Chase, V Dukic, N Elhadad
Statistical Analysis and Data Mining: The ASA Data Science Journal 7 (5 …, 2014
452014
Ensemble Kalman methods with constraints
DJ Albers, PA Blancquart, ME Levine, EE Seylabi, A Stuart
Inverse Problems 35 (9), 095007, 2019
442019
Using time-delayed mutual information to discover and interpret temporal correlation structure in complex populations
DJ Albers, G Hripcsak
Chaos: An Interdisciplinary Journal of Nonlinear Science 22 (1), 013111, 2012
422012
Dynamical phenotyping: using temporal analysis of clinically collected physiologic data to stratify populations
DJ Albers, N Elhadad, E Tabak, A Perotte, G Hripcsak
PloS one 9 (6), e96443, 2014
412014
Routes to chaos in high-dimensional dynamical systems: A qualitative numerical study
DJ Albers, JC Sprott
Physica D: Nonlinear Phenomena 223 (2), 194-207, 2006
412006
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Articles 1–20