Elena Albu - Publications, H-index & Citations

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Elena Albu

development and regeneration

8H-index

45Paper Count

3.4KCitation Count

Published Papers 5

Publication Date

Comparing methods for handling missing data in electronic health records for dynamic risk prediction of central-line associated bloodstream infection

BMC Medical Research Methodology

IF3.4

2026-04-21

OAAI

Shan Gao; Elena Albu; Pieter Stijnen; Frank Rademakers; Veerle Cossey; Yves Debaveye; Christel Janssens; Ben Van Calster; Laure Wynants

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missForestPredict-Missing data imputation for prediction settings

PLOS ONE

IF2.6

2025-11-07

PREAI

Albu, Elena; Gao, Shan; Wynants, Laure; Van Calster, Ben

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Hospital-wide, dynamic, individualized prediction of central line-associated bloodstream infections-development and temporal evaluation of six prediction models

BMC INFECTIOUS DISEASES

IF3

2025-04-24

OAAI

Albu, Elena; Gao, Shan; Stijnen, Pieter; Rademakers, Frank E.; Janssens, Christel; Cossey, Veerle; Debaveye, Yves; Wynants, Laure; Van Calster, Ben

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Systematic review finds risk of bias and applicability concerns for models predicting central line-associated bloodstream infection

JOURNAL OF CLINICAL EPIDEMIOLOGY

IF5.2

2023-09-01

OAAI

Gao, Shan; Albu, Elena; Tuand, Krizia; Cossey, Veerle; Rademakers, Frank; Van Calster, Ben; Wynants, Laure

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Prediction models for diagnosis and prognosis of covid-19 infection: systematic review and critical appraisal

BMJ-BRITISH MEDICAL JOURNAL

IF42.7

2020-04-07

2.0K

OAAI

Wynants, Laure; Van Calster, Ben; Collins, Gary S.; Riley, Richard D.; Heinze, Georg; Schuit, Ewoud; Albu, Elena; Arshi, Banafsheh; Bellou, Vanesa; Bonten, Marc M. J.; Dahly, Darren L.; Damen, Johanna A.; Debray, Thomas P. A.; de Jong, Valentijn M. T.; De Vos, Maarten; Dhiman, Paula; Ensor, Joie; Gao, Shan; Haller, Maria C.; Harhay, Michael O.; Henckaerts, Liesbet; Heus, Pauline; Hoogland, Jeroen; Hudda, Mohammed; Jenniskens, Kevin; Kammer, Michael; Kreuzberger, Nina; Lohmann, Anna; Levis, Brooke; Luijken, Kim; Ma, Jie; Martin, Glen P.; McLernon, David J.; Andaur Navarro, Constanza L.; Reitsma, Johannes B.; Sergeant, Jamie C.; Shi, Chunhu; Skoetz, Nicole; Smits, Luc J. M.; Snell, Kym I. E.; Sperrin, Matthew; Spijker, Rene; Steyerberg, Ewout W.; Takada, Toshihiko; Tzoulaki, Ioanna; van Kuijk, Sander M. J.; van Bussel, Bas C. T.; van der Horst, Iwan C. C.; Reeve, Kelly; van Royen, Florien S.; Verbakel, Jan Y.; Wallisch, Christine; Wilkinson, Jack; Wolff, Robert; Hooft, Lotty; Moons, Karel G. M.; van Smeden, Maarten

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Research Directions