Literature DB >> 25578679

Multiple imputation: a mature approach to dealing with missing data.

S Chevret1, S Seaman, M Resche-Rigon.   

Abstract

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Year:  2015        PMID： 25578679      PMCID： PMC4839495          DOI： 10.1007/s00134-014-3624-x

Source DB:  PubMed          Journal:  Intensive Care Med        ISSN： 0342-4642            Impact factor:   17.440


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  8 in total

1.  Multiple imputation of missing blood pressure covariates in survival analysis.

Authors:  S van Buuren; H C Boshuizen; D L Knook
Journal:  Stat Med       Date:  1999-03-30       Impact factor: 2.373

2.  Use of the mean, hot deck and multiple imputation techniques to predict outcome in intensive care unit patients in Colombia.

Authors:  Adriana Pérez; Rodolfo J Dennis; Jacky F A Gil; Martín A Rondón; Adriana López
Journal:  Stat Med       Date:  2002-12-30       Impact factor: 2.373

Review 3.  Missing data: a systematic review of how they are reported and handled.

Authors:  Iris Eekhout; R Michiel de Boer; Jos W R Twisk; Henrica C W de Vet; Martijn W Heymans
Journal:  Epidemiology       Date:  2012-09       Impact factor: 4.822

Review 4.  Reporting and handling missing values in clinical studies in intensive care units.

Authors:  Aurélien Vesin; Elie Azoulay; Stéphane Ruckly; Lucile Vignoud; Kateřina Rusinovà; Dominique Benoit; Marcio Soares; Paulo Azeivedo-Maia; Fekri Abroug; Judith Benbenishty; Jean Francois Timsit
Journal:  Intensive Care Med       Date:  2013-05-18       Impact factor: 17.440

5.  Impact of intra-arrest therapeutic hypothermia in outcomes of prehospital cardiac arrest: a randomized controlled trial.

Authors:  Guillaume Debaty; Maxime Maignan; Dominique Savary; François-Xavier Koch; Stéphane Ruckly; Michel Durand; Julien Picard; Christophe Escallier; Renaud Chouquer; Charles Santre; Clemence Minet; Dorra Guergour; Laure Hammer; Hélène Bouvaist; Loic Belle; Christophe Adrie; Jean-François Payen; Françoise Carpentier; Pierre-Yves Gueugniaud; Vincent Danel; Jean-François Timsit
Journal:  Intensive Care Med       Date:  2014-10-28       Impact factor: 17.440

6.  Multiple imputation using chained equations: Issues and guidance for practice.

Authors:  Ian R White; Patrick Royston; Angela M Wood
Journal:  Stat Med       Date:  2010-11-30       Impact factor: 2.373

7.  Multiple imputation for missing data in epidemiological and clinical research: potential and pitfalls.

Authors:  Jonathan A C Sterne; Ian R White; John B Carlin; Michael Spratt; Patrick Royston; Michael G Kenward; Angela M Wood; James R Carpenter
Journal:  BMJ       Date:  2009-06-29

8.  Sensitivity analysis after multiple imputation under missing at random: a weighting approach.

Authors:  James R Carpenter; Michael G Kenward; Ian R White
Journal:  Stat Methods Med Res       Date:  2007-06       Impact factor: 3.021
  8 in total
  14 in total

1.  Exposure to overprotective parenting and psychopathology in extremely low birth weight survivors.

Authors:  K L Day; K G Dobson; L A Schmidt; M A Ferro; S Saigal; M H Boyle; R J Van Lieshout
Journal:  Child Care Health Dev       Date:  2017-08-04       Impact factor: 2.508

2.  Development and Validation of a New Scoring System to Predict Survival in Patients With Myotonic Dystrophy Type 1.

Authors:  Karim Wahbi; Raphaël Porcher; Pascal Laforêt; Abdallah Fayssoil; Henri Marc Bécane; Arnaud Lazarus; Maximilien Sochala; Tanya Stojkovic; Anthony Béhin; Sarah Leonard-Louis; Pauline Arnaud; Denis Furling; Vincent Probst; Dominique Babuty; Sybille Pellieux; Nicolas Clementy; Guillaume Bassez; Yann Péréon; Bruno Eymard; Denis Duboc
Journal:  JAMA Neurol       Date:  2018-05-01       Impact factor: 18.302

3.  Immunoglobulin G for patients with necrotising soft tissue infection (INSTINCT): a randomised, blinded, placebo-controlled trial.

Authors:  Martin B Madsen; Peter B Hjortrup; Marco B Hansen; Theis Lange; Anna Norrby-Teglund; Ole Hyldegaard; Anders Perner
Journal:  Intensive Care Med       Date:  2017-04-18       Impact factor: 17.440

4.  Association of Surgical Hematoma Evacuation vs Conservative Treatment With Functional Outcome in Patients With Cerebellar Intracerebral Hemorrhage.

Authors:  Joji B Kuramatsu; Alessandro Biffi; Stefan T Gerner; Jochen A Sembill; Maximilian I Sprügel; Audrey Leasure; Lauren Sansing; Charles Matouk; Guido J Falcone; Matthias Endres; Karl Georg Haeusler; Jan Sobesky; Johannes Schurig; Sarah Zweynert; Miriam Bauer; Peter Vajkoczy; Peter A Ringleb; Jan Purrucker; Timolaos Rizos; Jens Volkmann; Wolfgang Müllges; Peter Kraft; Anna-Lena Schubert; Frank Erbguth; Martin Nueckel; Peter D Schellinger; Jörg Glahn; Ulrich J Knappe; Gereon R Fink; Christian Dohmen; Henning Stetefeld; Anna Lena Fisse; Jens Minnerup; Georg Hagemann; Florian Rakers; Heinz Reichmann; Hauke Schneider; Jan Rahmig; Albert Christian Ludolph; Sebastian Stösser; Hermann Neugebauer; Joachim Röther; Peter Michels; Michael Schwarz; Gernot Reimann; Hansjörg Bäzner; Henning Schwert; Joseph Claßen; Dominik Michalski; Armin Grau; Frederick Palm; Christian Urbanek; Johannes C Wöhrle; Fahid Alshammari; Markus Horn; Dirk Bahner; Otto W Witte; Albrecht Günther; Gerhard F Hamann; Manuel Hagen; Sebastian S Roeder; Hannes Lücking; Arnd Dörfler; Fernando D Testai; Daniel Woo; Stefan Schwab; Kevin N Sheth; Hagen B Huttner
Journal:  JAMA       Date:  2019-10-08       Impact factor: 56.272

5.  Association of Intraventricular Fibrinolysis With Clinical Outcomes in Intracerebral Hemorrhage: An Individual Participant Data Meta-Analysis.

Authors:  Joji B Kuramatsu; Stefan T Gerner; Wendy Ziai; Stefan Schwab; Daniel F Hanley; Hagen B Huttner; Jürgen Bardutzky; Jochen A Sembill; Maximilian I Sprügel; Anne Mrochen; Kathrin Kölbl; Malathi Ram; Radhika Avadhani; Guido J Falcone; Magdy H Selim; Vasileios-Arsenios Lioutas; Matthias Endres; Sarah Zweynert; Peter Vajkoczy; Peter A Ringleb; Jan C Purrucker; Jens Volkmann; Hermann Neugebauer; Frank Erbguth; Peter D Schellinger; Ulrich J Knappe; Gereon R Fink; Christian Dohmen; Jens Minnerup; Heinz Reichmann; Hauke Schneider; Joachim Röther; Gernot Reimann; Michael Schwarz; Hansjörg Bäzner; Joseph Claßen; Dominik Michalski; Otto W Witte; Albrecht Günther; Gerhard F Hamann; Hannes Lücking; Arnd Dörfler; Muhammad Fawad Ishfaq; Jason J Chang; Fernando D Testai; Daniel Woo; Andrei V Alexandrov; Dimitre Staykov; Nitin Goyal; Georgios Tsivgoulis; Kevin N Sheth; Issam A Awad
Journal:  Stroke       Date:  2022-05-06       Impact factor: 10.170

6.  Overprotective Parenting and Peer Victimization in Extremely Low Birth Weight Survivors.

Authors:  Kimberly L Day; Louis A Schmidt; Tracy Vaillancourt; Saroj Saigal; Michael H Boyle; Ryan J Van Lieshout
Journal:  J Child Fam Stud       Date:  2017-11-06

7.  Multiple imputation is better than KDIGO guidelines for estimating unknown baseline renal function.

Authors:  Matthieu Jamme; Guillaume Geri
Journal:  Crit Care       Date:  2016-04-15       Impact factor: 9.097

8.  The effectiveness of Corticosteroids on mortality in patients with acute respiratory distress syndrome or acute lung injury: a secondary analysis.

Authors:  Zhongheng Zhang; Lin Chen; Hongying Ni
Journal:  Sci Rep       Date:  2015-12-02       Impact factor: 4.379

9.  Machine Learning and Decision Support in Critical Care.

Authors:  Alistair E W Johnson; Mohammad M Ghassemi; Shamim Nemati; Katherine E Niehaus; David A Clifton; Gari D Clifford
Journal:  Proc IEEE Inst Electr Electron Eng       Date:  2016-01-25       Impact factor: 10.961

10.  The association between lactate, mean arterial pressure, central venous oxygen saturation and peripheral temperature and mortality in severe sepsis: a retrospective cohort analysis.

Authors:  Aletta P I Houwink; Saskia Rijkenberg; Rob J Bosman; Peter H J van der Voort
Journal:  Crit Care       Date:  2016-03-12       Impact factor: 9.097
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