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Statistical methods and epidemiology of chronic conditions in the field of general practice and family medicine
(2020-06-23)
The field of general practice and family medicine is diverse and has to deal with several complex health problems. Essential characteristics of general practitioner (GP) services cover among others a comprehensive, ...
Ist die Versorgung zahnloser Kiefer mit konventionellen Totalprothesen heute noch zeitgemäß?
(2006)
Mit dem immer umfassenderen Einsatz von Implantaten in der Zahnmedizin stellte sich die Frage, ob konventionelle Totalprothesen heute noch die zeitgemäße Versorgung zahnloser Kiefer darstellen.
Das Ziel dieser Arbeit ...
Das Ziel dieser Arbeit ...
The link between financial problems, health status and medical care: A cross-sectional study among over-indebted individuals in Germany
(2021-04-23)
Background: About ten percent of European households are unable to cover payment obligations and living expenses with available income and assets on an ongoing basis, and are thus considered over-indebted. Mounting ...
Modeling longitudinal epidemiological data using novel methods for statistical learning and regression
(2024-12-12)
The analysis of longitudinal data plays an important role in medical research. The data is typically collected during follow-up visits in epidemiological observational studies. These studies often investigate the natural ...
Advances in Machine Learning Approaches for Biostatistical Learning
(2025-06-27)
This habilitation thesis summarized current state-of-art advances in machine learning for biomedical applications. The first contribution was the development of a framework for tuning KDSN to increase prediction performance ...
Advanced polygenic prediction models via statistical boosting
(2025-03-06)
In times of growing availability of large biobanks with extensive genetic data, polygenic prediction modeling has gained importance and aims at capturing an individual's genetic predisposition to specific, often complex, ...
Finding gut microbiome signature in clinical intervention trials
(2025-02-17)
The gut microbiome plays a crucial role in the gut brain axis, especially by modulating the immune system, influencing metabolism, protecting against pathogens, and impacting mental well-being. Therefore, it can be modulated ...
Ansätze zur Verbesserung der hausärztlichen Versorgung von Menschen mit Migrationshintergrund mit Fokus auf die Demenzdiagnostik
(2021-05-20)
People with a migration background represent more than a quarter of the German population and are increasingly at risk of suffering from dementia due to demographic change. Diagnosing dementia depends on language skills, ...
Fortgeschrittene Methoden zur Modellierung von diskreten Ereigniszeiten
(2023-06-29)
In longitudinalen klinischen Studien wird eine bestimmte Gruppe von Patienten/Patientinnen, die spezifische Einschlusskriterien erfüllt, über einen vorgegebenen Zeitraum hinweg beobachtet. Neben der Bestimmung von klinischen ...