Stefan Decker
Overview
Explore the profile of Stefan Decker including associated specialties, affiliations and a list of published articles.
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Articles
16
Citations
161
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0
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Recent Articles
1.
Mou Y, Lehmkuhl J, Sauerbrunn N, Kochel A, Panse J, Truh D, et al.
Stud Health Technol Inform
. 2024 Aug;
316:685-689.
PMID: 39176835
With cancer being a leading cause of death globally, epidemiological and clinical cancer registration is paramount for enhancing oncological care and facilitating scientific research. However, the heterogeneous landscape of medical...
2.
Welten S, de Arruda Botelho Herr M, Hempel L, Hieber D, Placzek P, Graf M, et al.
Sci Data
. 2024 Jun;
11(1):663.
PMID: 38909050
The development of platforms for distributed analytics has been driven by a growing need to comply with various governance-related or legal constraints. Among these platforms, the so-called Personal Health Train...
3.
Kohler C, Ulianych D, Grun S, Decker S, Denker M
eNeuro
. 2024 May;
11(6).
PMID: 38777610
Scientific research demands reproducibility and transparency, particularly in data-intensive fields like electrophysiology. Electrophysiology data are typically analyzed using scripts that generate output files, including figures. Handling these results poses several...
4.
Welten S, Weber S, Holt A, Beyan O, Decker S
Front Med (Lausanne)
. 2024 Jan;
10:1305415.
PMID: 38259836
The growing interest in data-driven medicine, in conjunction with the formation of initiatives such as the European Health Data Space (EHDS) has demonstrated the need for methodologies that are capable...
5.
Karim M, Islam T, Shajalal M, Beyan O, Lange C, Cochez M, et al.
Brief Bioinform
. 2023 Jul;
24(5).
PMID: 37478371
Artificial intelligence (AI) systems utilizing deep neural networks and machine learning (ML) algorithms are widely used for solving critical problems in bioinformatics, biomedical informatics and precision medicine. However, complex ML...
6.
Gehrmann J, Herczog E, Decker S, Beyan O
Sci Data
. 2023 Jul;
10(1):459.
PMID: 37443164
No abstract available.
7.
Welten S, Mou Y, Neumann L, Jaberansary M, Yediel Ucer Y, Kirsten T, et al.
Methods Inf Med
. 2022 Jan;
61(S 01):e1-e11.
PMID: 35038764
Background: In recent years, data-driven medicine has gained increasing importance in terms of diagnosis, treatment, and research due to the exponential growth of health care data. However, data protection regulations...
8.
Mou Y, Welten S, Jaberansary M, Ucer Yediel Y, Kirsten T, Decker S, et al.
Stud Health Technol Inform
. 2021 May;
281:352-356.
PMID: 34042764
Skin cancer has become the most common cancer type. Research has applied image processing and analysis tools to support and improve the diagnose process. Conventional procedures usually centralise data from...
9.
Karim M, Cochez M, Zappa A, Sahay R, Rebholz-Schuhmann D, Beyan O, et al.
IEEE/ACM Trans Comput Biol Bioinform
. 2020 Aug;
19(1):369-382.
PMID: 32750845
The study of genetic variants (GVs) can help find correlating population groups and to identify cohorts that are predisposed to common diseases and explain differences in disease susceptibility and how...
10.
Gleim L, Karim M, Zimmermann L, Kohlbacher O, Stenzhorn H, Decker S, et al.
J Biomed Semantics
. 2020 Jul;
11(1):6.
PMID: 32641124
Background: Sharing sensitive data across organizational boundaries is often significantly limited by legal and ethical restrictions. Regulations such as the EU General Data Protection Rules (GDPR) impose strict requirements concerning...