DJ Albers

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George HripcsakColumbia UniversityBestätigte E-Mail-Adresse bei columbia.edu
Matthew E. LevinePostdoctoral Fellow, Eric and Wendy Schmidt Center, Broad Institute of MIT/HarvardBestätigte E-Mail-Adresse bei broadinstitute.org
Lena MamykinaAssociate Professor of Biomedical Informatics, Columbia UniversityBestätigte E-Mail-Adresse bei cumc.columbia.edu
Noémie ElhadadAssociate Professor and Chair of Biomedical Informatics, Columbia UniversityBestätigte E-Mail-Adresse bei cumc.columbia.edu
Kenrick D CatoProfessor Informatics and Nurse Scientist for Pediatric Data and AnalyticsBestätigte E-Mail-Adresse bei upenn.edu
Sarah Collins Rossetti, RN, PhDColumbia University, Department of Biomedical InformaticsBestätigte E-Mail-Adresse bei cumc.columbia.edu
Julien Clinton SprottProfessor of Physics, University of Wisconsin - MadisonBestätigte E-Mail-Adresse bei physics.wisc.edu
Adler PerotteAssistant Professor, Columbia UniversityBestätigte E-Mail-Adresse bei columbia.edu
J Michael SchmidtBestätigte E-Mail-Adresse bei caa.columbia.edu
Gunnar HartvigsenProfessor at University of Tromsø - The Arctic University of Norway & Helgeland Hospital TrustBestätigte E-Mail-Adresse bei uit.no
Ashenafi Zebene WoldaregayResearcher (Ph.D), Norwegian Centre for Clinical Artificial Intelligence (SPKI)Bestätigte E-Mail-Adresse bei unn.no
Eirik ArsandUiT The Arctic University of Norway, Department of Computer Science, and Norwegian Centre for EBestätigte E-Mail-Adresse bei uit.no
Bruce J. GluckmanDirector, Center for Neural Engineering, Professor, Engineering Science and Mechanics, NeurosurgeryBestätigte E-Mail-Adresse bei psu.edu
Stephan A MayerNew York Medical CollegeBestätigte E-Mail-Adresse bei WMCHealth.org
Andrew M StuartComputing + Mathematical Sciences, CaltechBestätigte E-Mail-Adresse bei caltech.edu
Arlene Smaldone, PhD, CPNP, CDCESProfessor of Nursing and Dental Behavioral SciencesBestätigte E-Mail-Adresse bei columbia.edu
Soojin ParkColumbia UniversityBestätigte E-Mail-Adresse bei columbia.edu
Samantha KleinbergStevens Institute of TechnologyBestätigte E-Mail-Adresse bei stevens.edu
David VawdreyChief Data & Informatics Officer | Associate Professor of Biomedical InformaticsBestätigte E-Mail-Adresse bei columbia.edu
Henry N GinsbergProfessor of Medicine, Columbia University College of Physicians and SurgeonsBestätigte E-Mail-Adresse bei columbia.edu

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DJ Albers

University of Colorado and Columbia University

Bestätigte E-Mail-Adresse bei ucdenver.edu


Titel Nach Zitationen sortieren Nach Jahr sortieren Nach Titel sortieren	Zitiert von Zitiert von	Jahr
Next-generation phenotyping of electronic health records G Hripcsak, DJ Albers Journal of the American Medical Informatics Association 20 (1), 117-121, 2013	869	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	287	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	208	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	137	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	116	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	104	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
International consensus criteria for pediatric sepsis and septic shock LJ Schlapbach, RS Watson, LR Sorce, AC Argent, K Menon, MW Hall, ... JAMA 331 (8), 665-674, 2024	89	2024
High-fidelity phenotyping: richness and freedom from bias G Hripcsak, DJ Albers Journal of the American Medical Informatics Association 25 (3), 289-294, 2018	84	2018
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	80	2020
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	80	2018
Exploiting time in electronic health record correlations G Hripcsak, DJ Albers, A Perotte Journal of the American Medical Informatics Association 18 (Supplement_1 …, 2011	79	2011
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	77	2013
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	76	2013
Ensemble Kalman methods with constraints DJ Albers, PA Blancquart, ME Levine, EE Seylabi, A Stuart Inverse Problems 35 (9), 095007, 2019	70	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	68	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	65	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	60	2014

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