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Journal : Formosa Journal of Science and Technology (FJST)

Journal of Lupus Disease Classification Study Using Naïve Bayes Method Desyani, Teti; Putra, Bagas Mahendra; Haura, Al; Juanda, La; Ainun, Vivi; Rosyani, Perani
Formosa Journal of Science and Technology Vol. 4 No. 1 (2025): January 2025
Publisher : PT FORMOSA CENDEKIA GLOBAL

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55927/fjst.v4i1.13489

Abstract

The chronic autoimmune illness known as systemic lupus erythematosus (SLE) is typified by tissue destruction in multiple organs and systemic inflammation. Diagnosing this condition might be difficult because of its varied and fluctuating clinical symptoms. The goal of this research is to use clinical and laboratory data to create a classification model for SLE diagnosis using the Naïve Bayes approach. Age, gender, clinical symptoms, and the outcomes of laboratory tests are among the information gathered for this study. This approach is crucial for helping with SLE management and early diagnosis. The Naïve Bayes model was used to assess and categorize these data according to the severity of the condition. The accuracy, precision, and recall measures were used in the study to evaluate the Naïve Bayes model. The outcomes demonstrated how well the Naïve Bayes algorithm can categorize SLE patients.
Co-Authors A A Gede Rai Rassi Abdillah, Afiani Agus Abdul Jalil Abdul jalil Achmad Fahmi Respati Achmad Fauzi Achmad Fauzi Achmad Yani Adam, Bani Adella Rosalina Ahmad Arifin Ahmad Darmawan Ahmad Fajri Shiam Ahmad Fikri Zulfikar Ahmad Irkham Ainun, Vivi Aji Saputra Aji Saputra, Aji Akbar, Faris Akmal, Anang Mas Alif Yoga Prasetya Alifiansyah, Roby Alwi, Zulfikar Amelia, Tasya Amirulloh, Yuslifar Khalif Amsyah, Antomy Ananda, Frisca Tri Ananda, Yesica Anang Mas Akmal Andi Lisdiarto Antomy Amsyah Aprizal Suryaman Ardiansyah, M. Virzy ARDIANSYAH, SYAHRUL Arfira Trisna Devi Aries Saifudin Arif Fiansyah Arinda Chintya Sari Atep Taufik Rianto Baehaqi, Reza Anwar Sidiq Baranduda, Keneth Langit Biqirrosyad Biqirrosyad Biqirrosyad, Biqirrosyad Bryan Farriq Reinaldy Cahyono, Yono Cut Fera Inong Safitri Dedy Priyatna Delfi Yuliana Tanu Deny Setiawan Deny Setiawan Devi, Arfira Trisna Dhimas Marwahyu Dhimas Maulana Hadi Didik Syamsianto Dwiardi, Stanislaus Dimas Dwicky Oktavian Widodo Egi Kurnianto Eko Suroso Endar Nirmala Ersa Putri Muharom Fachmi Fahrezi Fahmi Ahmad Fauzi Fajar Agung Nugroho Faris Akbar Fauzi, Fahmi Ahmad Fauziah, Siti Nur Indah Febriansyah, Muhammad Fiansyah, Arif Fikri Fahresi, Daffa Fikri Rahardian Firli Nurdiansyah Fitri Anis Isroriyah Fitriyani Fitriyani Fitriyani Fitriyani Fransisco Fransisco Fransisco, Fransisco Galih Maulana Ismail Gilang Aditya Gozali Yusuf Hadi Gulo, Yarni Gunawan Eka Putra Gymnastiar, Ahmad Raihan Hadi Iswanto Haetami, Muhamad Azi Hairul Ridwan Hanaan Ridho Altamerano hani sephani Harmianto, Dhiya Shufiyyani Haryanto, Galih Haryono, Wasis Haura, Al HENDRI ARDIANSYAH Herdiansyah, Aditya Tri Hibban, Muhammad Ibnu Hilaludin Hilaludin Husaini, Vandy Sadam Imam Wahyu Julianto Indira Novi Yulianti Irkham, Ahmad Irpan Kusyadi Irvansah Satria Pamungkas Ismail, Galih Maulana Jenau, Efrida Jibril, Muhamad Joko Susanto JOKO SUSANTO Juanda, La Judin, Sirat Julianto, Muhammad Rizky Jumadi Jumadi Jumadi Jumadi Junaidi, Muhamad Mardian Junianto, Mochamad Bagoes Satria Kamaludin Kamaludin Kamaludin Kamaludin Kobun, Elisabet Ukung Koswara, Robby Kurnianto, Egi Kurniasari, Sischa Kurniawan, Roby Chairul Anam Kusumawati, Syahvira Luthtiansyah Luthtiansyah Luthtiansyah, Luthtiansyah M. Virzy Ardiansyah Maeylani, Winni Maha Pramudia Maharizal Ilham Farabi Mahmud Arjiansyah, Abiem Marjuki Marjuki Maulana, Nanda Risky Mayudin, Muhammad Meidiaz Satria, Rafly Misbah Syah Anwar Kesuma Jaya Mochamad Hasbani mohadib mohadib Muhamad Azi Haetami Muhamad Diky Oktafian Muhamad Jibril Muhamad Mardian Junaidi Muhammad Afif Muhammad Andinun Muhammad Ibnu Hibban Muhammad Mayudin Muhammad Rizky Julianto Munawaroh Munawaroh Munawaroh Munawaroh Nanda Risky Maulana Nardiono Nardiono Niki Ratama Nisa, Aenun Novrizal Egi Sofian Nur Afifah Nur Hidayah Nur Umaya, Sabrina Nurdavicky, Arfian Nurul Asia Saputra Octavia, Indriyani Oktafian, Muhamad Diky Pandu Gumilang Perani Rosyani Pramudia, Maha Pratama, Arnold Agusti Priaji, Sugeng Priyatna, Dedy Putra, Bagas Mahendra Putra, Gunawan Eka Putrawan, Alif Raden Wirawan Kukuh Pambudi Rahardian, Fikri Ramdani, Dandi Ramdhani, M. Aryo Redo Ramadhan Chaniago Retno Wulandari Reyhan Said Rianto, Atep Taufik Riyan Wahyu Pratama Rizal Nurhadi Gunawan Rizki Ubaidillah Rizky Subagja Roby Chairul Anam Kurniawan Rosyidah Astari Nur Ryan Putra Ramadhan S Sumarlin Safitri, Cut Fera Inong Said, Reyhan Santoso, Yoni Saputra, Ade Sony Saputra, Herdiansyah Saputra, Nurul Asia Saputra, Ripki Adi Sari, Arinda Chintya Sartika Lina Mulani Satriaji, Arya Rihad Shalahudin, Muhammad Hafizh Shiam, Ahmad Fajri Sholahuddin Sischa Kurniasari Siti Nur Indah Fauziah Sofian, Novrizal Egi Solihin Solihin Sri Mulyati Sri Mulyati Subagja, Rizky Sudrajat, Yuliyandri Sugeng Gunantio Sunardi, Rizki Utama Supriyanto Supriyanto Supriyanto Supriyanto Suryaman, Aprizal Syahrul Al-Rasyid Syahvira Kusumawati syamsiana, Andika Syamsianto, Didik Taufik Surya Hermanto Tresna Wati Viaresty Maharani Vyka Septiani Widodo, Dwicky Oktavian Yani, Achmad Yarni Gulo Yesica Ananda Yohanes Philipus Andersen Yoni Santoso Yudha Eka Saputra Yudi Prasetyo Yulianti Yulianti Yulianti Yulianti Yulianti Yuliyandri Sudrajat Zaisul Muttabi Zulfikar Alwi