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
Julien Clinton SprottProfessor of Physics, University of Wisconsin - MadisonBestätigte E-Mail-Adresse bei physics.wisc.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
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	828	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	238	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	200	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	197	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	121	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	117	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	99	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	78	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	76	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	75	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	73	2013
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	72	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	69	2020
Ensemble Kalman methods with constraints DJ Albers, PA Blancquart, ME Levine, EE Seylabi, A Stuart Inverse Problems 35 (9), 095007, 2019	65	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
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	57	2019
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	55	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	54	2018

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