Eike Nagel
Overview
Explore the profile of Eike Nagel including associated specialties, affiliations and a list of published articles.
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Articles
347
Citations
10747
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Recent Articles
1.
Tolle M, Garthe P, Scherer C, Seliger J, Leha A, Kruger N, et al.
NPJ Digit Med
. 2025 Feb;
8(1):88.
PMID: 39915633
Federated learning is a renowned technique for utilizing decentralized data while preserving privacy. However, real-world applications often face challenges like partially labeled datasets, where only a few locations have certain...
2.
Tolle M, Burger L, Kelm H, Florian Andre , Bannas P, Diller G, et al.
Int J Comput Assist Radiol Surg
. 2025 Feb;
PMID: 39899185
Purpose Federated training is often challenging on heterogeneous datasets due to divergent data storage options, inconsistent naming schemes, varied annotation procedures, and disparities in label quality. This is particularly evident...
3.
Shchendrygina A, Ka M, Rodriguez C, Alsoufi S, Hoffmann J, Kumar P, et al.
Sci Rep
. 2025 Jan;
15(1):3772.
PMID: 39885199
The aim of this study was to evaluate the subclinical patterns and evolution of cardiac abnormalities via transthoracic echocardiography (TTE) in patients with mild initial COVID-19 illness. A total of...
4.
Puntmann V, Beitzke D, Kammerlander A, Voges I, Gabbert D, Doerr M, et al.
J Cardiovasc Magn Reson
. 2024 Oct;
27(1):101121.
PMID: 39481808
Background: Cardiac symptoms due to postacute inflammatory cardiac involvement affect a broad segment of previously well people with only mild acute coronavirus disease 2019 (COVID-19) illness and without overt structural...
5.
Zieschang V, Beyer R, Muller M, Trautmann F, Kuhne T, Nagel E, et al.
Eur Heart J Imaging Methods Pract
. 2024 Oct;
2(1):qyae050.
PMID: 39403706
Aims: Extensive research has established cardiovascular magnetic resonance (CMR) as a powerful tool for diagnosing and monitoring various cardiovascular diseases (CVDs). However, CMR has yet to reach its full potential...
6.
Hoek R, Borodzicz-Jazdzyk S, van Diemen P, Somsen Y, W de Winter R, Jukema R, et al.
Eur Heart J Cardiovasc Imaging
. 2024 Oct;
26(2):207-217.
PMID: 39382154
Aims: The diagnostic performance of quantitative perfusion cardiac magnetic resonance (QP-CMR) imaging has scarcely been evaluated in patients with a history of coronary artery disease (CAD) and new onset chest...
7.
Engelhardt S, Dar S, Sharan L, Florian Andre , Nagel E, Thomas S
Herz
. 2024 Sep;
49(5):393.
PMID: 39222254
No abstract available.
8.
Zainal H, Rolf A, Zhou H, Vasquez M, Escher F, Keller T, et al.
J Cardiovasc Magn Reson
. 2024 Aug;
26(2):101087.
PMID: 39191369
Aims: Myocardial inflammation is increasingly detected noninvasively by tissue mapping with cardiovascular magnetic resonance (CMR). Intraindividual agreement with endomyocardial biopsy (EMB) or markers of myocardial injury, high-sensitive cardiac troponin (hs-cTnT)...
9.
Engelhardt S, Dar S, Sharan L, Florian Andre , Nagel E, Thomas S
Herz
. 2024 Aug;
49(5):327-334.
PMID: 39120735
Recent progress in artificial intelligence (AI) includes generative models, multimodal foundation models, and federated learning, which enable a wide spectrum of novel exciting applications and scenarios for cardiac image analysis...
10.
Qubad M, Dupont G, Hahn M, Martin S, Puntmann V, Nagel E, et al.
CNS Drugs
. 2024 Jul;
38(9):671-696.
PMID: 38951464
Clozapine-induced myocarditis (CIM) is among the most important adverse events limiting the use of clozapine as the most effective treatment for schizophrenia. CIM necessitates the immediate termination of clozapine, often...