Next-generation phenotyping of electronic health records G Hripcsak, DJ Albers Journal of the American Medical Informatics Association 20 (1), 117-121, 2013 | 847 | 2013 |
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 | 259 | 2019 |
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 | 203 | 2013 |
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 | 200 | 2013 |
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 | 131 | 2019 |
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 | 118 | 2014 |
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 | 113 | 2017 |
Identifying and mitigating biases in EHR laboratory tests R Pivovarov, DJ Albers, JL Sepulveda, N Elhadad Journal of biomedical informatics 51, 24-34, 2014 | 102 | 2014 |
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 | 93 | 2015 |
High-fidelity phenotyping: richness and freedom from bias G Hripcsak, DJ Albers Journal of the American Medical Informatics Association 25 (3), 289-294, 2018 | 79 | 2018 |
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 | 76 | 2018 |
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 | 76 | 2013 |
Exploiting time in electronic health record correlations G Hripcsak, DJ Albers, A Perotte Journal of the American Medical Informatics Association 18 (Supplement_1 …, 2011 | 76 | 2011 |
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 | 74 | 2013 |
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 | 73 | 2020 |
Ensemble Kalman methods with constraints DJ Albers, PA Blancquart, ME Levine, EE Seylabi, A Stuart Inverse Problems 35 (9), 095007, 2019 | 69 | 2019 |
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 | 64 | 2019 |
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 | 63 | 1998 |
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 | 58 | 2014 |
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 | 57 | 2018 |