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Hindarto
Universitas Muhammadiyah Sidoarjo
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Journal : UNEJ e-Proceeding

 1 
FEATURE EXTRACTION OF HEART SIGNALS USING FAST FOURIER TRANSFORM Hindarto Hindarto; Izza Anshory; Ade Efiyan
UNEJ e-Proceeding 2016: Proceeding The 1st International Basic Science Conference
Publisher : UPT Penerbitan Universitas Jember

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Abstract

Heart disease is a disease that is very dangerous. Even today in Indonesia an estimated 20 million or approximately 10% of the population of the archipelago suffer from heart disease. Such conditions make cardiovascular disease the number one killer in Indonesia. Not only in Indonesia, the number of heart patients in the world very much, it is estimated there are at least one billion people. This study was designed with the aim to classify the heart signals, the data taken from Physiobank namely MIT-BIH Arrhythmia Database and MIT-BIH Normal Sinus Rhythm Database, the data is processed by taking the feature extraction methods Fast Fourier Transform. The results of the feature extraction method used will be selected prior to use for the classification process. Classification is using Backpropagation Neural Network. From the research found, the feature extraction method of Fast Fourier Transform by taking 64 point data after FFT process and backpropagation as classification of obtaining a classification accuracy rate of 87 %.
Co-Authors Abdul Rochim Ach Nur Ardyansyah Achmad Fathoni Ade Efiyan Ade Efiyanti Ade Efiyanti Ade Eviyanti Adisya Ayustina Agung, Aprelareza Ahmad Ahfas Ahmad Ahfas, Ahmad aini firdausi nuzulla Al-Faruq, Rizqi Noval Alshaf Pebrianggara Amwalinsanu Amwalinsanu Anisatul Makfiroh Arginanta, M. Arief Wisaksono Arif Senja Fitrani Astutik, Ika Ratna Indra Azmuri Wahyu Azinar Bimo, Muhammad Nur Bisri, Muhammad Anhar Bramatya Mahendra V.N Cahyono, Priyo Imam Dian Amalia Dimas Bayu, Dimas Dimas Tri Anggara Efendy, Egha Arya Efiyanti, Ade Egha Arya Egha Arya Affandi Endang Fauziati Erika Anjani Putri Fina Rahma Dewi Fitria Eka Wulandari Guko, William Yviis Hamid, Moch Siddiq Hamzah Setiawan Hamzah Setiawan Hendrik Kusnanto Ika Ratna Indra Astutik Ilham Rofiqi, Mochammad Imanda, Almyra Gitta Imroatus Sholikhah, Imroatus Indah Apriliana Sari Wulandari Indrawati, Marcella Istya, Riska Adi Izza Anshory Jasno, Jasno Javier, Gomes Noor Kautsar, Irwan Alnaurus KHOIRI Kurnianto, Happy Lailia, Jauharotul Lorin, Emelin Yuan Mahdhuroh, Umi MARIA BINTANG Maulana Iqbhal Prayogha Slamet maulana, Metatia intan Mauridhi Hery Purnomo Moch Ridwan Alwi Moch. Hariadi Mochamad Alfan Rosid Mochammad Luthfan Hakim Mochammad Luthfan Hakim Mochammad Septa Sandy Mohammad Suryawinata Mufti, Adam Laxmana Muhammad, Fajar Nisa, Umi Khoirun Ni’mah, Alfa Nouval Aulia Rachman Novia Ariyanti NUR KHOLIFAH Nur Maslikhatun Nisak Nur Maslikhatun Nisak Nuril Lutvi Azizah Paramitha Amelia Kusumawardani Prasetyo, Yoga Eko Priyambodo, Dimas Puspitasari, Kiki Candra Putra, Rio Ananda Quraini, Isyaffina Rachmad Aditya Pratama Ramadhan, Mochammad Hisyam Syah Ribangun Bamban Jakaria Riski Yulianto Riski Yulianto Rizky Ndaru Wicaksono Rosa, Yoshinta Maylia Rosid, Muhammad Alfan Rozzaq, Muhammad sandy, Mochamad septa Setiawan, Hamzah Setyawati, Enik Shiddiq, Zulfian Syahril Slamet, Maulana Iqbhal Prayogha Sumarno Sumarno . Sumarno Sumarno Sumarno Sumarno Sumarno Sumarno Supartini, Windah Suprianto Suyadi, Tarekh Alif Firmansyah Syafii, Olynda Mufariihana Nur Syahrorini, Syamsudduha Syamsiar, Syamsiar Tarekh Alif Firmansyah Suyadi Tassa, Tara Januar Abwina Taurusta, Cindy Triwahono, Handi Utama, Bagas Riski Vania, Talitha Viyanti, Amalia Wahyu, Muhamamad Widiantoro, Rulli Windah Supartini Wulandari, Alidza Septiam Yoga Eko Prasetyo Yulian Findawati Yunianita Rahmawati Yunianita Rahmawati, Yunianita Zahputra, Aldy Trisza