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Journal : BERKALA FISIKA

DETEKSI ARITMIA BLOKADE CABANG BERKAS KIRI PADA ELEKTROKARDIOGRAM DENGAN JARINGAN SYARAF TIRUAN BERDASARKAN FITUR INTERVAL QR DAN RS Primadyanie, Nistya Rischa; Nuryani, Nuryani; Purwanto, Hery; Yahya, Iwan; Lestari, Anik
BERKALA FISIKA 2014: Berkala Fisika Vol. 17 No. 3 Tahun 2014
Publisher : BERKALA FISIKA

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Abstract

Left branch bundle block (LBBB) detection system have been done and tested. The system created by using Artificial Neural Network (ANN). Some ANN methods have been investigated.  Electrocardiogram features that represent the characteristic of LBBB which were QR interval and RS interval used as input. Output of the system was electrocardiogram status to detect LBBB and normal beat. LBBB detection has been done with various input with QR interval, RS interval, QR and RS interval. Detection system have been tested using chlinical data and shown that MLP method gave the best performance. Its performance shown by sensitivity, specificity, and accuracy up to 99,92%, 100%, and 99,94% . Keywords: LBBB, artificial neural network, QR interval, RS interval
Co-Authors Aditya Nanda Priyatama AKTAVIA HERAWATI Andarwati, Dwi Astuti Dian Aprilia Tri Astuti Ardina, Safira Cindra Aruni Aruan Aseptama, Prisma Putra Ghirby Basofi Ashari Mappakaya Bhisma Murti Budhiastuti, Uki Retno Dewanti, Nanda Derista Ayu Diffah Hanim Diffah Hanim Diyono, Diyono Dyah Rahmawatie Ratna Budi Utami Elvia Ivada Eti Poncorini Pamungkasari Eti Poncorini Pamungkasari Fanani, Mohammad Febriyadin, Fitsyal Fithriah, Alfi Rahmatillah Nur Ganjar Herdiansyah, Ganjar Hanifah, Rofi'atul Hanifah, Rofi’atul Hanim, Diffah Harsono, Rizki Dwi Agustin Hartono Hartono Ida Nurwati Ilyas, Muhana Fawwazy Irma Wardani Istar Yuliadi Iwan Yahya Jauhari Syamsiyah Kotrunnada, Dani Zulfa kusnandar kusnandar Lilik Retna Kartikasari Ma'mun, Wafa Mappakaya, Basofi Ashari Mohammad Fanani Mujiyo Nistya Rischa Primadyanie, Nistya Rischa Novitasari, Maryam Nugroho, I Gusti Bagus Indro Nur Hafidha Hikmayani Nursia Aja Nuryani Nuryani Nuryani Nuryani Nusra, ST. Austa Pamungkas, Eti Poncorini Pamungkasari, Eti Poncorini Pasaribu, Aisyah Pertiwi Permatasari, Rizqi Annisa Prabawangi, Ega Galuh Prisma Putra Ghirby Aseptama Puspita, Berliana Putri, Salsabila Nur Azizah Harinda Ravik Karsidi Retno Safitri, Retno Rifni Arneswari Fardianingtyas Rizki Dwi Agustin Harsono Salsabella, Dhea Fitria Salsabila, Unik Hanifah Sapja Anantanyu, Sapja Selviana, Tasya Ardia Septiana, Nani Septiana, Risda Sri Mulyani Sri Witurachmi Sumardyono Suminah Suminah, Suminah Syifa Marhattya Rizky Syifa Marhattya Rizky Tri Rejeki Andayani Tria Rosana Triniputri, Winastari Yarhanim Uki Retno Budihastuti Vitri Widyaningsih Wiriyana, I Gusti Ngurah Agung yulia lanti retno dewi Yulia Lanti Retno Dewi