Search Results - "Martinek, Radek"

ECMWF short-term prediction accuracy improvement by deep learning by Frnda, Jaroslav, Durica, Marek, Rozhon, Jan, Vojtekova, Maria, Nedoma, Jan, Martinek, Radek

“…This paper aims to describe and evaluate the proposed calibration model based on a neural network for post-processing of two essential meteorological…”
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Non-Adaptive Methods for Fetal ECG Signal Processing: A Review and Appraisal by Jaros, Rene, Martinek, Radek, Kahankova, Radana

“…Fetal electrocardiography is among the most promising methods of modern electronic fetal monitoring. However, before they can be fully deployed in the clinical…”
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Optimization of adaptive filter control parameters for non-invasive fetal electrocardiogram extraction by Kahankova, Radana, Mikolasova, Martina, Martinek, Radek

“…This paper is focused on the design, implementation and verification of a novel method for the optimization of the control parameters of different hybrid…”
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A Non-Invasive Multichannel Hybrid Fiber-Optic Sensor System for Vital Sign Monitoring by Fajkus, Marcel, Nedoma, Jan, Martinek, Radek, Vasinek, Vladimir, Nazeran, Homer, Siska, Petr

“…In this article, we briefly describe the design, construction, and functional verification of a hybrid multichannel fiber-optic sensor system for basic vital…”
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Novel phonocardiography system for heartbeat detection from various locations by Jaros, Rene, Koutny, Jiri, Ladrova, Martina, Martinek, Radek

“…The paper presents evaluation of the proposed phonocardiography (PCG) measurement system designed primarily for heartbeat detection to estimate heart rate…”
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Template subtraction based methods for non-invasive fetal electrocardiography extraction by Jaros, Rene, Tomicova, Eva, Martinek, Radek

“…Assessment of fetal heart rate (fHR) through non-invasive fetal electrocardiogram (fECG) is challenging task. This study compares the performance of five…”
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A Novel Low-Latency and Energy-Efficient Task Scheduling Framework for Internet of Medical Things in an Edge Fog Cloud System by Alatoun, Kholoud, Matrouk, Khaled, Mohammed, Mazin Abed, Nedoma, Jan, Martinek, Radek, Zmij, Petr

“…In healthcare, there are rapid emergency response systems that necessitate real-time actions where speed and efficiency are critical; this may suffer as a…”
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Comparison of Different Electrocardiography with Vectorcardiography Transformations by Jaros, Rene, Martinek, Radek, Danys, Lukas

“…This paper deals with transformations from electrocardiographic (ECG) to vectorcardiographic (VCG) leads. VCG provides better sensitivity, for example for the…”
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Vital Sign Monitoring and Cardiac Triggering at 1.5 Tesla: A Practical Solution by an MR-Ballistocardiography Fiber-Optic Sensor by Nedoma, Jan, Fajkus, Marcel, Martinek, Radek, Nazeran, Homer

“…This article presents a solution for continuous monitoring of both respiratory rate (RR) and heart rate (HR) inside Magnetic Resonance Imaging (MRI)…”
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DRLBTS: deep reinforcement learning-aware blockchain-based healthcare system by Lakhan, Abdullah, Mohammed, Mazin Abed, Nedoma, Jan, Martinek, Radek, Tiwari, Prayag, Kumar, Neeraj

“…Industrial Internet of Things (IIoT) is the new paradigm to perform different healthcare  applications with different services in daily life. Healthcare…”
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Comparison of Smoothing Filters in Analysis of EEG Data for the Medical Diagnostics Purposes by Kawala-Sterniuk, Aleksandra, Podpora, Michal, Pelc, Mariusz, Blaszczyszyn, Monika, Gorzelanczyk, Edward Jacek, Martinek, Radek, Ozana, Stepan

“…This paper covers a brief review of both the advantages and disadvantages of the implementation of various smoothing filters in the analysis of…”
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Summary of over Fifty Years with Brain-Computer Interfaces-A Review by Kawala-Sterniuk, Aleksandra, Browarska, Natalia, Al-Bakri, Amir, Pelc, Mariusz, Zygarlicki, Jaroslaw, Sidikova, Michaela, Martinek, Radek, Gorzelanczyk, Edward Jacek

“…Over the last few decades, the Brain-Computer Interfaces have been gradually making their way to the epicenter of scientific interest. Many scientists from all…”
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Multichannel ballistocardiography: A comparative analysis of heartbeat detection across different body locations by Ladrova, Martina, Barvik, Filip, Brablik, Jindrich, Jaros, Rene, Martinek, Radek

“…The paper presents a validation of novel multichannel ballistocardiography (BCG) measuring system, enabling heartbeat detection from information about…”
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Least Mean Squares and Recursive Least Squares Algorithms for Total Harmonic Distortion Reduction Using Shunt Active Power Filter Control by Martinek, Radek, Rzidky, Jaroslav, Jaros, Rene, Bilik, Petr, Ladrova, Martina

“…This paper deals with the use of least mean squares (LMS, NLMS) and recursive least squares (RLS) algorithms for total harmonic distortion (THD) reduction…”
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Adaptive Software Defined Equalization Techniques for Indoor Visible Light Communication by Martinek, Radek, Danys, Lukas, Jaros, Rene

“…This paper focuses on a channel feed-forward software defined equalization (FSDE) of visible light communication (VLC) multistate quadrature amplitude…”
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Comparative Effectiveness of ICA and PCA in Extraction of Fetal ECG From Abdominal Signals: Toward Non-invasive Fetal Monitoring by Martinek, Radek, Kahankova, Radana, Jezewski, Janusz, Jaros, Rene, Mohylova, Jitka, Fajkus, Marcel, Nedoma, Jan, Janku, Petr, Nazeran, Homer

“…Non-adaptive signal processing methods have been successfully applied to extract fetal electrocardiograms (fECGs) from maternal abdominal electrocardiograms…”
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Design of a New Method for Detection of Occupancy in the Smart Home Using an FBG Sensor by Vanus, Jan, Nedoma, Jan, Fajkus, Marcel, Martinek, Radek

“…This article introduces a new way of using a fibre Bragg grating (FBG) sensor for detecting the presence and number of occupants in the monitored space in a…”
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Advanced Bioelectrical Signal Processing Methods: Past, Present, and Future Approach—Part III: Other Biosignals by Martinek, Radek, Ladrova, Martina, Sidikova, Michaela, Jaros, Rene, Behbehani, Khosrow, Kahankova, Radana, Kawala-Sterniuk, Aleksandra

“…Analysis of biomedical signals is a very challenging task involving implementation of various advanced signal processing methods. This area is rapidly…”
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Adjusting products with compensatory elements using a digital twin: Model and methodology by Konecny, Jaromir, Bailova, Michaela, Beremlijski, Petr, Prauzek, Michal, Martinek, Radek

“…The article presents a novel strategy for reducing the geometric error of a vehicle headlamp equipped with a set of calibration screws, which represents a…”
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A novel algorithm based on ensemble empirical mode decomposition for non-invasive fetal ECG extraction by Barnova, Katerina, Martinek, Radek, Jaros, Rene, Kahankova, Radana, Matonia, Adam, Jezewski, Michal, Czabanski, Robert, Horoba, Krzysztof, Jezewski, Janusz

“…Non-invasive fetal electrocardiography appears to be one of the most promising fetal monitoring techniques during pregnancy and delivery nowadays. This method…”
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