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A Deep Learning Framework for ECG Classification Based on 2D-to-1D Data Transformation Using Autoencoder and LSTM.

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Title: A Deep Learning Framework for ECG Classification Based on 2D-to-1D Data Transformation Using Autoencoder and LSTM.
Authors: Quezada-Prospero, Enrique1, m23ce074@cenidet.tecnm.mx, Mújica-Vargas, Dante1, dante.mv@cenidet.tecnm.mx, Arenas-Muñiz, Andrés1, d22ce043@cenidet.tecnm.mx, Cruz-Prospero, Luis1, lacp@cenidet.edu.mx, Vázquez-Ramírez, Alexis1, Alexxis.97@outlook.com, de Jesús Rubio, Jose2, rubio.josedejesus@gmail.com
Source: Programming & Computer Software; Dec2025, Vol. 51 Issue 8, p925-941, 17p
Database: Applied Science & Technology Source
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  Availability: 0
Header DbId: aci
DbLabel: Applied Science & Technology Source
An: 191978513
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
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  Label: Title
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  Data: A Deep Learning Framework for ECG Classification Based on 2D-to-1D Data Transformation Using Autoencoder and LSTM.
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  Data: <searchLink fieldCode="JN" term="%22Programming+%26+Computer+Software%22">Programming & Computer Software</searchLink>; Dec2025, Vol. 51 Issue 8, p925-941, 17p
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=191978513
RecordInfo BibRecord:
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    Identifiers:
      – Type: doi
        Value: 10.1134/S0361768825010049
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      – Code: eng
        Text: English
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        PageCount: 17
        StartPage: 925
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      – TitleFull: A Deep Learning Framework for ECG Classification Based on 2D-to-1D Data Transformation Using Autoencoder and LSTM.
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            NameFull: Quezada-Prospero, Enrique
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            NameFull: Mújica-Vargas, Dante
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            NameFull: Arenas-Muñiz, Andrés
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            NameFull: Cruz-Prospero, Luis
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            NameFull: Vázquez-Ramírez, Alexis
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            NameFull: de Jesús Rubio, Jose
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            – D: 25
              M: 12
              Text: Dec2025
              Type: published
              Y: 2025
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