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Journal : ComEngApp : Computer Engineering and Applications Journal

ECG Signal Denoising Using 1D Convolutional Neural Network Rifai, Ahmad; Rachmamtullah, Muhammad Naufal; Sari, Winda Kurnia
Computer Engineering and Applications Journal Vol 13 No 2 (2024)
Publisher : Universitas Sriwijaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.18495/comengapp.v13i2.482

Abstract

Electrocardiogram (ECG) signals are crucial for monitoring cardiac activity and diagnosing various cardiovascular conditions. However, these signals are often contaminated by different types of noise, such as baseline wander, muscle artifacts, and power line interference, which can obscure critical information and hinder accurate diagnosis. This study used a 1-Dimensional Convolutional Neural Network (1D CNN) architecture with seven convolutional layers for denoising ECG signals. The model utilizes a fully convolutional autoencoder approach, comprising an encoder that transforms noisy input signals into compact feature representations and a decoder that reconstructs the cleaned signals. The proposed architecture was tested using the MIT-BIH Noise Stress Test Database, which includes ECG recordings with simulated noise conditions. Performance evaluation metrics such as Mean Squared Error (MSE), Signal-to-Noise Ratio (SNR), and Mean Absolute Deviation (MAD) were used to assess the model's effectiveness. Results showed a low MSE of 0.034, a high SNR of 15.8 dB, and a MAD of 0.754, indicating significant noise reduction and high-quality signal reconstruction. These findings demonstrate that the 1D CNN architecture effectively reduces various types of noise in ECG signals, thereby enhancing signal quality and facilitating more accurate analysis and diagnosis. The model's ability to maintain the integrity of crucial ECG features while removing noise suggests its potential utility in clinical applications for improving cardiovascular disease diagnosis
Inter Patient Atrial Fibrillation Classification Using One Dimensional Convolution Neural Network Rifai, Ahmad; Rachmatullah, Muhammad Naufal; Sutarno; Tutuko, Bambang
Computer Engineering and Applications Journal (ComEngApp) Vol. 11 No. 1 (2022)
Publisher : Universitas Sriwijaya

Show Abstract | Download Original | Original Source | Check in Google Scholar

Abstract

Atrial fibrillation is the most common type of arrhythmia. The process of detecting AF disease is quite difficult. This is because it is necessary to detect the presence or absence of a P signal wave in the ECG signal. However, this method requires special expertise from a cardiologist. Several literatures have proposed an automatic ECG classification system. However, the intra-patient paradigm does not simulate real-world scenarios. One of the challenges in the inter-patient paradigm is the morphological differences between one subject and another. In order to overcome the problems that arise in the automatic classification of ECG signal patterns a deep learning approach was proposed. This study proposes the classification process of atrial fibrillation in the inter-patient paradigm using a one-dimensional convolutional neural network architecture. The test is divided into two cases: two labels (Normal and AF) and three labels (Normal, AF and Non-AF). In the case of two test labels with an inter-patient scheme, the performance was 100% for all test metrics (accuracy, sensitivity, precision, and F1-Score). However, in the three-label case, the model's performance decreased to 85.95, 70.02, 72.50, 71.19 for accuracy, sensitivity, precision and F1-Score, respectively.
Co-Authors ', Eliza ', Philippus ', Selpitasari Abdillah Putra, Muhafsyah Abdillah, Irhamni Sabil Abdul Aziz Abdul Muin Abdul Muntholib Abdul Rosid Abdur Rahim, Abdur Adam, Ahmad Fatih Adeliani, Adeliani Adi riyanto, Adi Afdhal Nadzif, Muhammad Affandi, Rizky Hasan Afriyanni Afriyanni, Afriyanni Agus Wagyana Agus Wahyudi Agustina Pujiwati, Lina Agustina, Dena Agusyani Agusyani, Agusyani Ahmad, Nanang Sufiadi Ainuddin -, Ainuddin Akbar, Rifko Akmalia, Rizki Al Farissi, Al Farissi Al Fatir, Aditya Alfa, Lutfiah Malaya Alfarizi Ramadhiyansa, Muhammad Alfid Tri Afandi Alfitrah, Intan Aidita Ali Ibrahim Ali Ikhwan Ali Shodiqin Alinda, Yelli Nur Allsela Meiriza, Allsela Amadhan Takwir Amalina, Fildzah Amalsyah, Muhammad Rizky Amanda, Tiara Amelia Amelia Amiruddin Kasim Amiruddin Siahaan Anas Ahmadi Anas Rusmanto, Salma Anas, Nirwana Anda Juanda Andari, An An andre susanto, arfan Andrina, Hanifaturrahmi Anggini.B, Wira Anggraeni, Fitria Rizky Anggraini Sukmawati Anida, Ai Siti Anisa Basulina, Nur Ardian, Fransiskus Arfendi, Arfendi Ari Wedhasmara Ariesky, Rani Zaskia Arif Pristianto Arifudin arifudin Aris Prio Agus Santoso Arum, Aqilatun Asmaul Khusnah Astrada, Muhammad Fachri Rama Dwi Astuti, Agusta Sri Aswin, Rifdah Nafilah Atiana, Sofyetin Atikasari, Dewi Ayu Atikawati, Dini Attika Putri, Shopi AULIA, FIRDA Aulia, Marcha Annisa Ayu Maharani, Brilian Mustika Azam, Alfandy Kurnia Baidhawi, Alif Bambang Tutuko Bangun, Frans Aditya Bintoyan, Winda Buda, Made Cahyani, Ninggar Resti Cahyani, Yenni Candra Wijaya, Candra Cepriadi Chayati, Nurul Choiru Pradhono Dabutar, Roni. R Damas Srihantaran, Omar Rais Damayanti , Gusti Ayu Ratih Damayanti, Putri daniel christian Darmansyah, Tengku Debby Martha Dira Dedy Darmawan Dedy Kurniawan Dermawan, Rahmansyah Dian Kagungan Didi Muwardi Dikananda, Arif Rinaldi Dimenta, Rivo Hasper dina, nur Dinna Yunika Hardiyanti Djaimi Bakce Djuanda, Rosita Oktavia Dwi Budi Santoso Dwi Rosella Komala Sari Dwiansyah, Octa Dzaky Agusman, Muhammad Eka Dewi Satriana Eka Permana, Sandy Eko Harli, Eko Eko Prasetyo Ermi Tety Evy Maharani Fahlia, Jeni Sinta Fahmi Aulia Hakim, Adzka Fahmi, Faiz Fikri Al Fahmil, Fahmil Fajar Restuhadi Fakhruddin Fakhruddin Fatiatun, Fatiatun Fatikhul Ikhsan, Diyas Fatkhurrohman Fatkhurrohman, Fatkhurrohman Fauziah, Hanif Jihan Fauziah, Salsabila Faza, Hilwa Faza Nabila Bidawi Febriani, Ika Febrianti, Indri Feriawan, Andi Fikri Faris, Fikri Galet Guntoro Setiaji Gevisioner Gevisioner Gevisioner, Gevisioner Gotami, Krisa Gulat Medalie Mas Manurung Gultom, Gina Destia Gunawan Gunawan Gusti Ayu Ratih Damayanti Gustiani, Sindy Hadi Riwayati Utami Hadi, Fajar Restu Haerani Haerani Hafizatul Ulum Hafizd, Daffa Al Haidar Afif Mufid, Muhammad Hamonangan, Ryan Handini Arga Damar Rani Hanif, Mohammad Burhan Hanifah, Izzati Millah Harahap, Ilham adiansyah Harahap, M Faqih Abdillah Hardini Novianti Hardini Novianti Hariadi, Putra Pratama Harjanto, Aris Tri Joko Hartono Cahyadi, Gabriel Ekoputra Hayati, Kemala Hayatunnufus, Rahmi Hendrawan, Deni Agus Herdiansyah, Cenny Dwi Cyta Heroniaty Hery Sunandar Hidayat, Fajar hidayat, Muslim Hikmah, Lailatul Hikmahwarani, Fellycia Huda Ubaya Ibnu Sodiq Ida Ayu Putu Sri Widnyani Ihsan, Muhammad Takbiratul Ika Septiana Ikhsan, Masrul Indra, Evta Indradewa, Rhian Indrawan, Dikky Indriati, Theodora Inom Nasution Ira Mutiaraningrum Iranti, Putri Chandra Irawan, Dhyan Andika Irfan Firmansyah, Irfan Irmawan, Muhammad Riki Irwansyah, Muhammad Aziiz Ismanto, Juli Isnaini Isnaini Isnaini, Atin Meriati Isnani, Atin Meriati Ispahan, Tarisha Istiqomah, Putri Utami Iwan Setiawan Jamali Jamali, Jamali Junia Kurniati, Junia Junus, Reynaldi Kamaluddin Kamaluddin Kamila, Devi Cahya Karo Karo, Donny Giovanna Kemahyanto Exaudi Ken Dhita Tania, Ken Dhita Ken Ditha Tania Khairani, Annisa Khairul Khairul, Khairul Khairullaili Khanif, Al Khoirul Anwar Khromykh, Vadim V Kurnia, Deby Lasaiba, Mohammad Amin Latue, Philia Christi Lertarini, Dinda M HUSNI SYAHBANI, M HUSNI M. Abdurohman, M. Abdurohman M. Iwan Fermi M. Saifuddin Zuhri, M. Saifuddin M. Sukarno M. Syamsul Maarif Maftuch Maharani, Wardah Shifa Mahdiyah, Rahadyani Ridha Manarul, Achmad Manshur, umar Manurung, Afwan Syahril Mariana - Mariana Mariana Marpaung, Syafri Fadillah Martanto Martanto . Mastura Labombang Mayasari, Anisa Mega Melda Sari Meyrliani, Meyrliani Meyzi Heriyanto Muarifin, Muarifin Mubarak Mubarak Muhaimin Hamzah Muhajir Muhajir, Muhajir Muhamad Abdul Fatah Muhammad Agus Sahbana Muhammad Alif Muhammad Hidayat Muhammad Hilman Muhammad Idris Muhammad Irsan Muhammad Najibulloh Muzaki Muhammad Naufal Rachmatullah Muhdiat, Muhdiat Mukhlas, Oyo Sunaryo Mukhlisin Mukhlisin Mulya, Indah Syafitri Mulya, Kukuh Budi Mulyana, Jajang Munaji, Munaji MURTEDJO Mustaqim Mustaqim, Mustaqim Musthofa, Mohammad Dendy Muzani, Muhamad Mu’arif, Mu’arif Nabilatulrahmah, Raihana Nadia Anggraini Nanda, Rezki Ayu Nandang Ihwanudin Nasril, Moh Nasrulloh Nasrulloh Nasuha, Siti Alifah Ailatun Nasution, Siti Arafah Efendi Ningrum, Putri Puspita Nining Suryani Nisa, Novriza Awwalin Nisa, Salma Fadila Novia Dewi Novian Novian, Novian Novita Novita Nugraha, Allan Nul Hakim, Lukman Nulhakim, Ade Lukman Nulngafan, Nulngafan Nur Rahman, Mei Nuraeni Nurannisa, Sitti Nurfika Asmaningrum Nurhadi, Fadhil Fadhlurrohman Nurishlah, Lesti Nuroh, Siti Nurul Badriyah Nurul Qomar Nur’Aini, Risma Octariano, Andafa Eka Oktadini, Nabila Rizky Oktafiana, Aisya Oktaviyani, Aisyah Pariadi, Pariadi Pata’dungan, Lianan Perdani, Tharisa Antya Pieter Perdana T Pita Gumelinsi, Putri Maulia Pitoyo, Achmad Zani Pradita, Syakila Prasetia, Dika Prasetya, Yanto Budi Prastyo, Agung Budi Pratama, Albet Eka Pratiwi Pratiwi Prestasianita Putri Purbaya, Deden Purnomo, Listiya Ike Purwati Purwati Purwita Sari, Purwita Puspitasari, Euis Evi Putri Hardini, Hamidah Putri Raflesia, Sarifah Putri Utami Istiqomah Putri, Adetya Rielisa Putri, Erita Riski Rachmamtullah, Muhammad Naufal Rahman, Mohammad Rahmanul, Rahmanul Rahmat Fadli Isnanto Rahmat Hidayat Rakuasa, Heinrich Rengganis, Ririe Resa Vio Vani Restu Kusumaningrum, Nugraheni Riansyah, Muhammad Bintang Naufal Ridha, Muhammad Hafizh Rifkie Primartha Rika Septiana Rinaldi, Arif Rini Indriati Riska Wulandari, Riska Rivai, Andi Muhammad Rivalgy, Muhammad Rizki Dwi Ardika Rizki Farhana, Hana Robiansyah, Robiansyah Romi Irawan Rosnita Rosnita Rossa Indah, Dwi Rossi Passarella Rossi, Evy Rostiyana, Ayu Roza Yulida Ruhiyat, Endang Ruli Astuti Rusli, Risan Rusmana, Dadang Ryan Yudhaprawira Sabar Manahan, Nico Sabila, Amalia Sakti Hutabarat Samadi, Mochammad Ramdan Sampepadang, Novianti Samsuryasi, Samsuryasi Sanjaya, M Rudi Sanurya Putri Purbaningrum Saona, Saona Saputra, Edriagus Sari, Rizka Sarmayanta Sembiring Satria Prayoga Satriatama, Adrian Sayuri, Sayuri Septya, Fanny Setia Naka Andrian Setiadi, Ananto Sevtiyuni, Putri Eka Shadiq, Syarifah Askina Shorea Khaswarina Silvia, Danisa Rada Simamora, Juan feri Simanullang, Eka Darmayanti Siregar, Muhammad Rafi Siregar, Nurjannah Siregar, Richi Nauli Juniarto Siregar, Zunaidy Abdullah SISPA PEBRIAN Siti Aisyah Siti Halimah Siti Nurul Atika, Siti Nurul Sofy, Malik Soleha, Anisatul Solih, Edwin Sahrial Solihati, Elis Sonia Ningsih, Siska Sri Wahyuni Sri Wulandari Suardi Tarumun Suci Amalia Suci Fitriani, Suci Suhamdani, Dadan Suherman, Ujang Sujaryani, Siyam Sukarno Sularno, Syahrian Owen Sulasno Sulasno, Sulasno Sumayyah, Lia Suprapta, I Nengah Gede Surbakti, Andika Hariyanto Suryadi, Sasri Susanti, Ika Adelia Sutarno Sutarno Sutarno Syahruddin Hattab Syaiful Hadi Syain, Moch. Syamsu, Syamsir Tania, Fara Nabila Tanjung, Khoiriyah Shofiyah Tarigan, Pascal Adhi Kurnia Tedi Rohadi, Tedi Theressa Hasioani Sianturi, Claudia Toifuriah, Ahmad Toni Dwi Putra Tony Irawan Triana, Ayu Triputra, Muhamad Meiko Triwikantoro Triwikantoro Tuffahati, Jihan Tutik Hamidah USMAN PATO Utama, Huzaefah Uzlifatul Jannah Valentia, Astri Wahyudi, Ary Waloyo, Edy Wardani, Ana Kusuma Wardawati Wardiman, Halim Wawan Ridwan Wibowo, M.Padeli Widia Ariaty, Widia Widyastuti, Rhoudhotul Wilantara, M Pandu Winanda, Erdy Winda Kurnia Sari Wirnanti, Rintan Wiryawan , Ida Bagus Arie Wiwik Handayani Yadi Utama Yana, Emil Yudhistira, Hilmi Yulia Andriani, Yulia Yulianto Yulianto Yunika Hardiyanti, Dinna Yusmini, Yusmini Yusri, Jum'atri Zahran Afif, Muhammad Zahro Nafiza, Azka Zulhamid Ridho