DJ Albers

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George HripcsakColumbia UniversityVerifisert e-postadresse på columbia.edu
Matthew E. LevinePostdoctoral Fellow, Eric and Wendy Schmidt Center, Broad Institute of MIT/HarvardVerifisert e-postadresse på broadinstitute.org
Lena MamykinaAssociate Professor of Biomedical Informatics, Columbia UniversityVerifisert e-postadresse på cumc.columbia.edu
Noémie ElhadadAssociate Professor and Chair of Biomedical Informatics, Columbia UniversityVerifisert e-postadresse på cumc.columbia.edu
Kenrick D CatoProfessor Informatics and Nurse Scientist for Pediatric Data and AnalyticsVerifisert e-postadresse på upenn.edu
Sarah Collins Rossetti, RN, PhDColumbia University, Department of Biomedical InformaticsVerifisert e-postadresse på cumc.columbia.edu
Julien Clinton SprottProfessor of Physics, University of Wisconsin - MadisonVerifisert e-postadresse på physics.wisc.edu
Adler PerotteAssistant Professor, Columbia UniversityVerifisert e-postadresse på columbia.edu
J Michael SchmidtVerifisert e-postadresse på caa.columbia.edu
Gunnar HartvigsenProfessor at University of Tromsø - The Arctic University of Norway & Helgeland Hospital TrustVerifisert e-postadresse på uit.no
Ashenafi Zebene WoldaregayResearcher (Ph.D), Norwegian Centre for Clinical Artificial Intelligence (SPKI)Verifisert e-postadresse på unn.no
Eirik ArsandUiT The Arctic University of Norway, Department of Computer Science, and Norwegian Centre for EVerifisert e-postadresse på uit.no
Bruce J. GluckmanDirector, Center for Neural Engineering, Professor, Engineering Science and Mechanics, NeurosurgeryVerifisert e-postadresse på psu.edu
Andrew M StuartComputing + Mathematical Sciences, CaltechVerifisert e-postadresse på caltech.edu
Stephan A MayerNew York Medical CollegeVerifisert e-postadresse på WMCHealth.org
Arlene Smaldone, PhD, CPNP, CDCESProfessor of Nursing and Dental Behavioral SciencesVerifisert e-postadresse på columbia.edu
Soojin ParkColumbia UniversityVerifisert e-postadresse på columbia.edu
Samantha KleinbergStevens Institute of TechnologyVerifisert e-postadresse på stevens.edu
David VawdreyChief Data & Informatics Officer | Associate Professor of Biomedical InformaticsVerifisert e-postadresse på columbia.edu
Henry N GinsbergProfessor of Medicine, Columbia University College of Physicians and SurgeonsVerifisert e-postadresse på columbia.edu

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DJ Albers

University of Colorado and Columbia University

Verifisert e-postadresse på ucdenver.edu


Tittel Sorter etter sitater Sorter etter år Sorter etter tittel	Sitert av Sitert av	År
Next-generation phenotyping of electronic health records G Hripcsak, DJ Albers Journal of the American Medical Informatics Association 20 (1), 117-121, 2013	886	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	304	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	211	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	203	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	147	2019
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	121	2017
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	119	2024
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	119	2014
Identifying and mitigating biases in EHR laboratory tests R Pivovarov, DJ Albers, JL Sepulveda, N Elhadad Journal of biomedical informatics 51, 24-34, 2014	106	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	95	2015
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	87	2020
High-fidelity phenotyping: richness and freedom from bias G Hripcsak, DJ Albers Journal of the American Medical Informatics Association 25 (3), 289-294, 2018	86	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	85	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	80	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	78	2013
Ensemble Kalman methods with constraints DJ Albers, PA Blancquart, ME Levine, EE Seylabi, A Stuart Inverse Problems 35 (9), 095007, 2019	77	2019
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
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	70	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	61	2014

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