Henrik Imberg

Doctoral Student at Applied Mathematics and Statistics

My research is about sampling strategies and optimisation of those for problems in statistics and machine learning.

Source: chalmers.se
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Showing 18 publications

2021

Methodological approach for measuring the effects of organisational-level interventions on employee withdrawal behaviour

M. Akerstrom, J. Severin, Henrik Imberg et al
International Archives of Occupational and Environmental Health. Vol. In Press
Journal article
2021

Optimization of Two-Phase Sampling Designs with Application to Naturalistic Driving Studies

Henrik Imberg, Vera Lisovskaja, Selpi Selpi et al
IEEE Transactions on Intelligent Transportation Systems. Vol. In Press
Journal article
2021

Variables associated with insulin production in persons with type 2 diabetes treated with multiple daily insulin injections

Klara Westman, Henrik Imberg, Henrik Albrektsson et al
Primary Care Diabetes. Vol. 15 (3), p. 607-613
Journal article
2020

Study for Improving Maternal Pregnancy And Child ouTcomes (IMPACT): a study protocol for a Swedish prospective multicentre cohort study

Lina Bergman, Anna Sandstrom, Bo Jacobsson et al
BMJ Open. Vol. 10 (9)
Journal article
2020

Optimal sampling in unbiased active learning

Henrik Imberg, Johan Jonasson, Marina Axelson-Fisk
Proceedings of Machine Learning Research. Vol. 108, p. 559-569
Paper in proceeding
2020

COMPARISON OF THE METHODS MULTIPLE-BREATH WASHOUT AND CONVENTIONAL CHEST X-RAY TO DETECT EARLY CF LUNG DISEASE

M. Svedberg, Henrik Imberg, A. Lindblad
Pediatric Pulmonology. Vol. 55, p. S297-S297
Other text in scientific journal
2020

Risk factors for progression of structural lung disease in school-age children with cystic fibrosis

Marcus Svedberg, Per M. Gustafsson, Harm Tiddens et al
Journal of Cystic Fibrosis. Vol. 19 (6), p. 910-916
Journal article
2020

Longitudinal Measurements of Lung Clearance Index and Clinical Application in Relation to Structural Lung Damage

Marcus Svedberg, Henrik Imberg, Anders Lindblad
Pediatric Pulmonology. Vol. 55, p. S294-S294
Journal article
2020

Adolescent depression and subsequent earnings across early to middle adulthood: A 25-year longitudinal cohort study

Anna Philipson, Iman Alaie, Richard Ssegonja et al
Epidemiology and Psychiatric Sciences. Vol. 29
Journal article
2019

Predicting verbal memory decline following temporal lobe resection for epilepsy

Sofia Ljunggren, Lena Andersson-Roswall, Henrik Imberg et al
Acta Neurologica Scandinavica. Vol. 140 (5), p. 312-319
Journal article
2019

Predictors and correlates of systolic blood pressure reduction with liraglutide treatment in patients with type 2 diabetes

Magnus O. Wijkman, Mary Dena, S. Dahlqvist et al
Journal of Clinical Hypertension. Vol. 21 (1), p. 105-115
Journal article
2019

Effect of Liraglutide on Times in Glycaemic Ranges as Assessed by CGM for Type 2 Diabetes Patients Treated With Multiple Daily Insulin Injections

Sheyda Sofizadeh, Henrik Imberg, Arndís F. Ólafsdóttir et al
Diabetes Therapy. Vol. 10 (6), p. 2115-2130
Journal article
2018

Variables associated with HbA1c and weight reductions when adding liraglutide to multiple daily insulin injections in persons with type 2 diabetes (MDI Liraglutide trial 3)

S. Dahlqvist, Elsa Ahlén, Karin Filipsson et al
BMJ Open Diabetes Research and Care. Vol. 6 (1)
Journal article
2018

Searching for neurodegeneration in multiple sclerosis at clinical onset: Diagnostic value of biomarkers

Lenka Novakova, Markus Axelsson, Clas Malmeström et al
PLoS ONE. Vol. 13 (4)
Journal article
2017

Prevalence of primary aldosteronism among patients with type 2 diabetes

M. Tancredi, Gudmundur Johannsson, Björn Eliasson et al
Clinical Endocrinology. Vol. 87 (3), p. 233-241
Journal article
2017

Adherence of self-monitoring of blood glucose in persons with type 1 diabetes in Sweden

Peter Moström, Elsa Ahlén, Henrik Imberg et al
BMJ Open Diabetes Research and Care. Vol. 5 (1)
Journal article

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Showing 1 research projects

2019–2020

Statistical sampling in machine learning

Serik Sagitov Applied Mathematics and Statistics
Henrik Imberg Applied Mathematics and Statistics
Stiftelsen Wilhelm och Martina Lundgrens Vetenskapsfond

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