Search Results - "Reinke, Constantin"

The effect of diabetes in the multifaceted relationship between education and cognitive function by Reinke, Constantin

“…Education has been shown to be positively associated with cognitive performance. However, the pathways via lifestyle-related disease through which education is…”
Get full text

Social disparities in the first wave of COVID-19 incidence rates in Germany: a county-scale explainable machine learning approach by Doblhammer, Gabriele, Reinke, Constantin, Kreft, Daniel

“…ObjectivesKnowledge about the socioeconomic spread of the first wave of COVID-19 infections in Germany is scattered across different studies. We explored…”
Get full text

Regional Characteristics of the Second Wave of SARS-CoV-2 Infections and COVID-19 Deaths in Germany by Doblhammer, Gabriele, Kreft, Daniel, Reinke, Constantin

“…(1) Background: In the absence of individual level information, the aim of this study was to identify the regional key features explaining SARS-CoV-2…”
Get full text

Dementia risk predictions from German claims data using methods of machine learning by Reinke, Constantin, Doblhammer, Gabriele, Schmid, Matthias, Welchowski, Thomas

“…Introduction We examined whether German claims data are suitable for dementia risk prediction, how machine learning (ML) compares to classical regression, and…”
Get full text

Diabetes duration and the risk of dementia: a cohort study based on German health claims data by Reinke, Constantin, Buchmann, Nikolaus, Fink, Anne, Tegeler, Christina, Demuth, Ilja, Doblhammer, Gabriele

“…Abstract Objective Diabetes is a risk factor for dementia but little is known about the impact of diabetes duration on the risk of dementia. We investigated…”
Get full text

Is a dementia diagnosis predictive for palliative care? ‐ A machine learning approach by Rakusa, Elena, Reinke, Constantin, Doblhammer, Gabriele, Schmid, Matthias, Welchowski, Thomas

“…Background Palliative care (PC) aims to provide dignified and self‐determined life for dying individuals. While the integration of PC for tumor diseases in…”
Get full text

The mediating effect of HbA1c levels on the relationship between education and cognitive function by Reinke, Constantin, Aretz, Benjamin, Fink, Anne, Doblhammer, Gabriele

“…Background Higher education has been shown to be positively associated with cognitive performance. However, the pathways, through which education is related to…”
Get full text

Can physical activity moderate the relation between systemic inflammation and cognitive performance in an elderly community dwelling population? by Fink, Anne, Reinke, Constantin, Aretz, Benjamin, Doblhammer, Gabriele

“…Background Elevated levels of systemic inflammation have been shown to be associated with poorer outcomes in cognitive performance. However, regular vigorous…”
Get full text

Prediction-based variable selection for component-wise gradient boosting by Potts, Sophie, Bergherr, Elisabeth, Reinke, Constantin, Griesbach, Colin

“…Model-based component-wise gradient boosting is a popular tool for data-driven variable selection. In order to improve its prediction and selection qualities…”
Get more information

Can dementia become the most prevalent disease at the time of death in Germany? Projections up to the year 2060 for the five most important diseases at the time of death by Doblhammer, Gabriele, Fritze, Thomas, Reinke, Constantin, Fink, Anne

“…Data on the burden of disease in the last years of life are an important basis for health policy decisions and the allocation of health care resources. Since…”
Get full text

A powerful nonparametric test of the effect of dementia duration on mortality by Weißbach, Rafael, Radloff, Lucas, Reinke, Constantin, Doblhammer, G.

“…A continuous-time multi-state history is semi-Markovian, if an intensity to migrate from one state into a second, depends on the duration in the first state…”
Get full text

Prediction-based Variable Selection for Component-wise Gradient Boosting by Potts, Sophie, Bergherr, Elisabeth, Reinke, Constantin, Griesbach, Colin

“…Model-based component-wise gradient boosting is a popular tool for data-driven variable selection. In order to improve its prediction and selection qualities…”
Get full text

Retrospective results of radiation therapy of the eustachian tube in chronic otitis media by Schultze, Jürgen, Reinke, Constantin, Frese, Knut Arvid, Kimmig, Bernhard

“…The treatment results of symptomatic radiation therapy of the Eustachian tube in chronic otitis media had to be evaluated retrospectively. Between 1980 and…”
Get full text

Retrospektive Ergebnisse der perkutanen Strahlentherapie der Tuba Eustachii bei chronischer Otitis media by SCHULTZE, Jürgen, REINKE, Constantin, FRESE, Knut Arvid, KIMMIG, Bernhard

“…Die Behandlungsergebnisse der symptomatischen Radiotherapie bei chronischer Otitis media sollten retrospektiv evaluiert werden. Patienten und Methoden:…”
Get full text