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Implementation of the method for noise and artifact removal in ECG signals using deep recurrent networks (LSTM and GRU)

Anna Alicja Panaszewska

Diploma type
Engineer's / Bachelor of Science
Diploma type
Engineer's thesis
Author
Anna Alicja Panaszewska (FM) Anna Alicja Panaszewska,, Faculty of Mechatronics (FM)
Title in Polish
Implementacja metody eliminacji zakłóceń w sygnale EKG z wykorzystaniem rekurencyjnych sieci typu LSTM i GRU
Supervisor
Marcel Młyńczak (FM/IMBE) Marcel Młyńczak,, The Institute of Metrology and Biomedical Engineering (FM/IMBE)Faculty of Mechatronics (FM)
Certifying unit
Faculty of Mechatronics (FM)
Affiliation unit
The Institute of Metrology and Biomedical Engineering (FM/IMBE)
Study subject / specialization
, Inżynieria Biomedyczna (Biomedical Engineering)
Language
(pl) Polish
Status
Finished
Defense Date
17-04-2019
Issue date (year)
2019
Reviewers
Szymon Cygan (FM/IMBE) Szymon Cygan,, The Institute of Metrology and Biomedical Engineering (FM/IMBE)Faculty of Mechatronics (FM) Marcel Młyńczak (FM/IMBE) Marcel Młyńczak,, The Institute of Metrology and Biomedical Engineering (FM/IMBE)Faculty of Mechatronics (FM)
Keywords in Polish
eliminacja zakłóceń, sygnał EKG, sieci rekurencyjne, LSTM, GRU
Keywords in English
interference elimination, ECG signal, recurrent networks, LSTM, GRU
File
  • File: 1
    276828_inz.pdf
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Local fields
Identyfikator pracy APD: 33573

Uniform Resource Identifier
https://repo.pw.edu.pl/info/bachelor/WUTdec552fa967e4f7ca228ae5da1ebdeff/
URN
urn:pw-repo:WUTdec552fa967e4f7ca228ae5da1ebdeff

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