Mateusz Heesch
Overview
Explore the profile of Mateusz Heesch including associated specialties, affiliations and a list of published articles.
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Articles
6
Citations
10
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Recent Articles
1.
Dziendzikowski M, Heesch M, Gorski J, Kowalczyk K, Dragan K, Dworakowski Z
Sensors (Basel)
. 2023 Jan;
23(1).
PMID: 36616968
Two performance parameters are particularly important for the assessment of structural health monitoring (SHM) systems, i.e., their damage detection capabilities and risk of false positive indications due to varying environmental...
2.
Heesch M, Dziendzikowski M, Mendrok K, Dworakowski Z
Sensors (Basel)
. 2022 May;
22(10).
PMID: 35632256
Guided waves are a potent tool in structural health monitoring, with promising machine learning algorithm applications due to the complexity of their signals. However, these algorithms usually require copious amounts...
3.
Gorski J, Heesch M, Dziendzikowski M, Dworakowski Z
Sensors (Basel)
. 2022 May;
22(10).
PMID: 35632104
The development of a machine's condition monitoring system is often a challenging task. This process requires the collection of a sufficiently large dataset on signals from machine operation, context information...
4.
Dziendzikowski M, Heesch M, Gorski J, Dragan K, Dworakowski Z
Materials (Basel)
. 2021 Oct;
14(19).
PMID: 34639865
The capabilities of ceramic PZT transducers, allowing for elastic wave excitation in a broad frequency spectrum, made them particularly suitable for the Structural Health Monitoring field. In this paper, the...
5.
Gorski J, Jablonski A, Heesch M, Dziendzikowski M, Dworakowski Z
Sensors (Basel)
. 2021 Jun;
21(10).
PMID: 34069536
Condition monitoring is an indispensable element related to the operation of rotating machinery. In this article, the monitoring system for the parallel gearbox was proposed. The novelty detection approach is...
6.
Podlasek J, Heesch M, Podlasek R, Kilisinski W, Filip R
Endosc Int Open
. 2021 May;
9(5):E741-E748.
PMID: 33937516
Several computer-assisted polyp detection systems have been proposed, but they have various limitations, from utilizing outdated neural network architectures to a requirement for multi-graphics processing unit (GPU) processing, to validating...