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Journal : Journal of Information Technology and Computer Engineering

Rancang Bangun Instrumentasi Elektrokardiograf (EKG) dan Klasifikasi Kenormalan Jantung Pada Pola Sinyal EKG Menggunakan Learning Vector Quantization (LVQ) Maulana, Maulana; Hendrick, Hendrick; Aisuwarya, Ratna
JITCE (Journal of Information Technology and Computer Engineering) Vol. 2 No. 01 (2018)
Publisher : Universitas Andalas

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.25077/jitce.2.01.19-26.2018

Abstract

Electrocardiograph (ECG) is a recorder of human heart signals with signal output on a monitor or graph paper. The ECG records the measurement of the electrical activity of the heart from the surface of the body by a set of electrodes that are installed in such a way that reflects the tapping point activity. The pattern of ECG output signals in one heartbeat produces a pattern with a peak point P, Q, R, S and T or QRS complex. ECG signal waveform results were analyzed using Learning Vector Quantization (LVQ) Artificial Neural Networks, and grouped into two classes, namely normal and abnormal heart patterns. The normal heart condition that is trained is a medically normal heart categorized as healthy as 10 data, while an abnormal heart (Heart, Coronary Heart, and Aortic Regurgutation) is 20 data. The LVQ method recognizes the input pattern based on the proximity of the two vectors, namely the vector of the input unit or neuron with the weight vector produced by each class. Online LVQ identification (using ECG) recorded from 25 direct trials resulted in 80% accuracy.
Co-Authors - Montesqrit AA Sudharmawan, AA Aghnia, Farisa Rizqi Nurazka Ahmad, Ikhsan Ibrahim Aisyah, Iis Al-Azhiem, Mochamad Faros-Fawwaz Alamsyah - Ali Ismail Alifa, Asyika Nur Amiruddin K Anang Dwi Santoso Andriani, Aas Ani Nur Aeni, Ani Nur Antoni Antoni Apriliani, Nur Aulia Arief, Habibah Sukmini Arum Dian Pratiwi, Arum Dian Arwan Arwan Astuti, Ayu Prameswari Kusuma Asyriana, Sofia Atep Sujana Awalya, Rahmannisa Syifa Awanda, Awanda Ayeniah, Vivi Bilqisti, Bilqisti Chandra, Adi Cucun Sunaengsih, Cucun Dadan Djuanda, Dadan Dadan Nugraha Dadang Kurnia, Dadang Devi Rahmawati, Devi Dewi Pertiwi Diah Gusrayani, Diah Diana Dewi Sartika, Diana Dewi Dumilah, Jelita Retno Else Suhaimi Epi Supriyani Siregar Fachrudin, Aris Fahleji, Maulana Fatmala, Sindi Ayu Fibiolaa, Khofifah Irya Finly, Shella Garaika Hafifah, Dea Nur Hakesi, Kiky Yolanda Hamnah, Hamnah Hasanah, Tantri Hasnani, Rizki Siti Hastuti, Rina Indah Hayat, Nurul Helinda, Ayu Hendarso, Yoyok Hendrick Hendrick Heribertus Yulianton Herman Subarjah Heslina, Heslina Hikmat Pramajati Ilmi, Anisa Khusnul Imam Hanafi Indah Pakarti, Hemas Irawati, Riana Irawati, Riana Isnaini, Lilik Isrokatun Isrokatun Isrok’atun, Isrok’atun Jamaluddin Madjid Jannah, Iftah Miftahul Jayadinata, Asep Kurnia Jayadinata, Asep Kurnia Joniko, Apilion Julia Julia Juwita Juwita, Juwita Kariadi, Dodik Kartika Fitriani, Kartika Lestari, Wulan Sri Lusiani, Linda Lutfiah, Novi Novianti Sri Marzuki, Muhammad Ervan Masduki Masduki Mashuri, Arif Mas’odi Mas’odi Meilani, Tati Meliani, Mela Mirzah Mirzah Mohammad Wira Utama Mubarok, Asnawi Muhamad, Noor Muhamad Muhammad Abduh Muhammad Abrar Muharom, Titan Radiansyah Muharram, Muharram Muhidin Muhidin Mukhtar Galib Muzammil, Muzammil Nadifa Tarigan, Fatin Nawangwulan, Mutiara Dwi Ndruru, Mastawati Novita Wulandari Novitasari, Nina NUR LAILA Nuraisyah, Iis Nurdinah Hanifah Nurellah, Andea Nurhidayanti S. Nurmalasari Nurmalasari Nurmalasari, Ai Linda Nurmeiliasari Nursaiidah, Azizah Nurul Aisyah Paripurna, Amir Permadi, Bambang Purnama Sari, Ika Purnomo, Suseno Hadi Putra, Nizar Pratama Putri, Destiyanti Rahayu, Isa Nuraisyah Rahayu, Ninda Ajeng Mustika Rahman, Delfia Ikhlasiah Rahmatuloh, Riki Rahmawati, Dea Rahmi, Nadya Izdamia Ramadhan, Alif Akbar Bayu Ramayani, Fitri Ramdhani, Lisda Ramina Ayu, Aam Ratna Aisuwarya Regina Lichteria Panjaitan, Regina Lichteria Resa Az-Zahra, Hafni Respati, Ressa Retnasari, Riska Reza Rifanda Dwi Candra Maulana Ridwan, Heri Rizkiansyah, Aditya Robiah, Bibih Siti Rosmaiyadi Salamah, Sopia Afwa Salshabila, Zaskya Nazwa Sandra, Elina Santi, Dwi Kartika Santoso, Herto Saputra, Nopa Dwi Sarifandi, Sujai Sholeha, Herisa Hardiyanti Simanjuntak, Putri Caryn Malsanda Siti Wahyuni Srimenda Sinulingga Sudarmi Sudarmi Sudin, Ali Sudin, Ali suhirwah, suci ulfah Sujai, Sujai Sukoco, Alun Sulistianingsih, Isra Sunarto Sunarto Suryan A Jamrah, Suryan A Suryani, Asih Suryati, Yustika Indira Susanto, Denies Sutisna, Andi Permana Syam, Jumiati Syamsudin, Annisa Febrianti Tikamala, Tikamala Tri Handayani Ulya, Iik Faiqotul Utami, Nidita Fajria Vieronica Varbi Sununianti, Vieronica Varbi wardana, Prasetya Widodo Widodo Wijayanti, Sakti Yasnani Yasnani, Yasnani Yedi Kurniadi, Yedi Yosi Fenita Yuliana, Isty Yuliawati, Neng Yuni Wulandari Yurismasari, Heidi Zabidi, Ahmad Zuhar Musliyana, Zuhar Zulpiana, Zulpiana