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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
8442013
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
2592019
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
2032013
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
2002013
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
1282019
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
1182014
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
1132017
Identifying and mitigating biases in EHR laboratory tests
R Pivovarov, DJ Albers, JL Sepulveda, N Elhadad
Journal of biomedical informatics 51, 24-34, 2014
1022014
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
792018
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
762018
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
762013
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
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
742013
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
732020
Ensemble Kalman methods with constraints
DJ Albers, PA Blancquart, ME Levine, EE Seylabi, A Stuart
Inverse Problems 35 (9), 095007, 2019
682019
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
632019
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
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
582014
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
572018
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Articles 1–20