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Fajar Akbar
Universitas Nusa Mandiri
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Journal : JITK (Jurnal Ilmu Pengetahuan dan Komputer)

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ANALISIS PERFORMA ALGORITMA NAIVE BAYES PADA DETEKSI OTOMATIS CITRA MRI Fajar Akbar; Amin Nur Rais; Irwan Agus Sobari; Robi Aziz Zuama; Biktra Rudiarto
JITK (Jurnal Ilmu Pengetahuan dan Teknologi Komputer) Vol 5 No 1 (2019): JITK Issue August 2019
Publisher : LPPM Nusa Mandiri

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (1116.903 KB) | DOI: 10.33480/jitk.v5i1.586

Abstract

The brain in humans becomes part of the central nervous system of the human body. The use of imaging with MRI is one that can be used as a first step to detect parts of the human brain. The imaging step is the first step in diagnosing brain tumor. By performing feature extraction, which aims to process the classification of brain tumors, between normal and abnormal brain images using the naive Bayes method. Obtained 41 images which then became 39 datasets. Feature extraction results with 2 classes, normal as many as 20 data and abnormal data 19. The calculation results obtained the value of the normal class of 0.513 and the abnormal class of 0.487 the value of the calculation accuracy of 84.17%.
Co-Authors Aan Rahman Abbas Mahmud Ade Ramdan Ade Ramdan Agus Erwin Ashari Ahmad, Haeranah Ali Mahmudi Amalia, A. Reski Amin Nur Rais Andi Taufik Andreyestha Andreyestha Ari Abdillah Arief Hanif, Hamdan Artika Surniandari Askur, Askur Aswandi, M Bagus Masruri Biktra Rudiarto Bulan, Adiba Chairani, Miftah Dadan Heryada Wigenaputra Dedi Saputra Deni Gunawan Dian Ardiansyah DN, Nurhidayah Dwiza Riana Eko Pramono Eko Pramono Erdiawati Arief Erlani Erlani, Erlani Erna Agustine Eva Meilinda Fahrul Islam Faisal Mubarak Firman Firman Fitra, Cahya Ganing, Abdul Haderiah Haidah, Nur Haliatur Rahma, Haliatur Haninggar, Rizki Dyah Haryani Hasyim, Muh Herman, Surya Pratama Imam Nawawi Irwan, Zaki Jenie Sundari Juan Fahrizal Kadar Ramadhan Khaer, Ain Lisnawanty Mahmud Safudin Mandiri, Wandi Mappau, Zrimurti Martias Martias Martias Martias Mifta, Nurul Miftah Chairani Hairuddin Miftah Chairani Hairuddin, Miftah Chairani Mochamad Wahyudi Muhammad Rusdi Muhammad Syukri Mulyadi Mulyadi Musriatun Napiah Nanang Nuryadi, Nanang Nurita Oky Kurniawan Putri, Nur Amanda Richky Faizal Amir Ridhayani Adiningsih Riswandi Ishak Robi Aziz Zuama SALMAN ALFARIZI Saputra, Elpan Sarmila, Sarmila Sentot Achmadi Setiaji Setiaji Setiaji Setiaji Setiaji Setiaji Sidauruk, Juniato Simba, Julia Elisa Siti Rahmah Sobari, Irwan Agus Sudibyo, Aji Sukmawati Sukmawati Sulasmi Sulasmi Sumanto, Sumanto Suryadi, Iwan Susafa'ati Susafa'ati Susafa'ati Susafa'ati Susafa’ati, Susafa’ati syah, zulfadri Veithzal Rivai Zainal Wahyu Hardianti Saputri Winarto Winarto Winarto Winarto yunita yunita Yunita Yunita