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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
8202013
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
2322019
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
1992013
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
1952013
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
1152019
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
1152014
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
1112017
Identifying and mitigating biases in EHR laboratory tests
R Pivovarov, DJ Albers, JL Sepulveda, N Elhadad
Journal of biomedical informatics 51, 24-34, 2014
982014
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
932015
High-fidelity phenotyping: richness and freedom from bias
G Hripcsak, DJ Albers
Journal of the American Medical Informatics Association 25 (3), 289-294, 2018
782018
Exploiting time in electronic health record correlations
G Hripcsak, DJ Albers, A Perotte
Journal of the American Medical Informatics Association 18 (Supplement_1 …, 2011
762011
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
742013
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
732013
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-e157, 2018
702018
Development and validation of early warning score system: A systematic literature review
LH Fu, J Schwartz, A Moy, C Knaplund, MJ Kang, KO Schnock, JP Garcia, ...
Journal of biomedical informatics 105, 103410, 2020
692020
Ensemble Kalman methods with constraints
DJ Albers, PA Blancquart, ME Levine, EE Seylabi, A Stuart
Inverse Problems 35 (9), 095007, 2019
642019
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
631998
Personal health oracle: Explorations of personalized predictions in diabetes self-management
PM Desai, EG Mitchell, ML Hwang, ME Levine, DJ Albers, L Mamykina
Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems …, 2019
572019
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
552014
Pictures worth a thousand words: Reflections on visualizing personal blood glucose forecasts for individuals with type 2 diabetes
PM Desai, ME Levine, DJ Albers, L Mamykina
Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems …, 2018
532018
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Articles 1–20