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Journal : International Journal of Artificial Intelligence Research

Expert System for Diagnosis of Lung Disease from X-Ray Using CNN and SVM Zulkifli, Zulkifli; Soeprihatini, Retno Ariza; Sfenrianto, Sfenrianto; Wiyanti, Zulvi; Bintoro, Panji; Fitriana, Fitriana; Sukarni, Sukarni; Putri, Nopi Anggista; Andini, Dwi Yana Ayu
International Journal of Artificial Intelligence Research Vol 7, No 2 (2023): December 2023
Publisher : Universitas Dharma Wacana

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29099/ijair.v7i1.870

Abstract

The lung disease diagnosis expert system utilizes human knowledge to diagnose various conditions affecting the lung. Diseases caused by fungal or bacterial infection in the organ can cause inflammation as well as death when it is not detected on time. A standard method to diagnose these conditions is the use of a chest X-ray (CXR), which requires careful examination of the image by an expert. In this study, several CNN and SVM architectural models were proposed to classify CXR images to diagnose whether a person has COVID-19, Viral Pneumonia, Bacterial Pneumonia, Tuberculosis (TB), and Normal. The experiment showed that InceptionV3 had the best results compared to other CNN architectures and SVM. Classification accuracy, precision, recall, and f1-score of CXR images for COVID-19, Viral Pneumonia, Bacterial Pneumonia, TB, and Normal were 0.86, 0.91, 0.91, and 0.91, respectively. This study was based on a deep learning system with different CNN and SVM architectures that can work well on the CXR images dataset for diagnosing lung disease.
Co-Authors Achmad Syaichu, Achmad Adim, Abd. Afriany, Eria Agustiansyah, Tri Aan Agustin Sukarsono, Agustin Agustiyowati, Tri Hapsari Retno Ahmad Muhajir, Ahmad Ahmad Syahir Aisyah, Lisda Akhmad Fauzan Akhmad, Arif Nur Akiria Santi, Amy Alfiannoor, Imam Amar, Muh. Adnan Aminullah, Ahmad Yusril Andini, Dwi Yana Ayu Anggeilia Wananca Putri Ani Kristianingsih Anna, Theodora Elvia Anwar Johari Arief, Akmal Dzulfiqar Nuraulia Arif Fitria, Rizal Asep Setiawan Aseri, Akh. Fauzi Asy-Syathori, Muhammad Arif Avita Ayu Permanasari Aziz, Syaifallah Aziz Badri, Sri Saidatul Bahrani Berliana, Zahra bin Mahmud, Hafini Bintoro, Panji D., Vivian Nanny Lia Dewi Ratnasari Dewi, Vivian Nanny Lia Eka Tri Wulandari, Eka Tri Erfan, Zainul Faisal Faisal Fauzan, Suhaimi Febrianita, Yulia Fitri, Ainil Fitri, Indri Nuraeni Fitriana Fitriana Fitriyana, Feni Fong, Michelle Fradianto, Ikbal Hafidzi, Anwar Hanafiah, M.Hum, , Prof. Dr. H. M. Hapsari, Tri Hartati Hartati Hasan, Arifin Hasanah, Tuti Hellen Febriyanti Heni Pujiastuti Herlina Yusuf, Herlina Heru Suryanto Hikmah Ifayanti IDA RAHMAWATI Iip Saripah, Iip ING Wardana Ismiatun, Ismiatun K, Sansri Diah Kadafirman, Ahmad Kamaruddin Kamaruddin Kamsatun, Kamsatun Khairunnisa Khairunnisa Khoirul Hidayah Latuheru, Grace Wilhelmina Lestari, Lidia Lia Meilianingsih Linda Puspita LINDA PUSPITASARI - A11111054, LINDA PUSPITASARI Lusiana, Ria M. Hanafiah Maheswara, Dharma Malia, Wa Ode Azifa Marlita, Lora Marsini Marsini Maulana, M. Ali Maulia Isnaini Maulida, Sri Meliawati Meliawati, Meliawati Mita Mita, Mita Muhajir , Ahmad Muhajir, M.A, Dr. Ahmad Muhammad Hanafiah Muhammad Hanafiah Muhammad Rasyid, Muhammad Muhsin Aseri, Muhsin Mulyati, Murni Munawar, Wa Ode Suci Musangadah, Nur Mustofa Kamil, Mustofa Mutiah, Aulia Mutiara, Violita Siska Nandang Mufti Nani Yuniar Nasiroh, Nasiroh Nevia, Ike Elis Nikman Azmin Nopi Anggista Putri Nopi Anggista Putri, Nopi Anggista Novita, Andis Dian Nurhayati, Dina Nurrahman, Radhinan Awal Nurrahmania, Nurrahmania Nurrohmah Nurrohmah, Nurrohmah Nurwijayanti Othman, Norasmah P, Layla Chaeriyah Pramono, Diki Dwi Pratiwi, Lindasari Primadevi, Inggit Priyono, Djoko Putri, Retno Qurniasih, Nila Rafly, Muhammad Raihan Retno Wulandari Rifaldi, Muhammad Rizali, Dede Rizani, Rasyid ROHANA FARIDAH Rohyadi, Yosep Romaz, Mohammad Mirza Yuniar rosita, meli Rr. Poppy Puspitasari Sairazi, Abdul Hafiz Salman, Muhammad Salman Samsudin Anis Sari, Desi Kumala Sari, Putri Wulandini Sasmita, Anah Sauqi, Muhammad Sfenrianto, Sfenrianto Shahbaz, Muhammad Sholihah, Mida Mar`atus Siti Fatimah Siti Maesaroh Siti Maesaroh Soeprihatini, Retno Ariza Sri Maulida SRI RAHAYU Sriadi, Sriadi Suci Hayati Sudarmin Sudarmin Sugeng Rianto Sumitri Sumitri, Sumitri Suriadi Jais Syafitri Almufaridin , Anissa Tanzil, Zahra Sa'ada Fatiyyah Taufik Jamaan Taufiq, A. Muh. Tiara, Nada Fazani Titan Ligita Triyana Harlia Putri Umar, Masyithah Wahyuningrum, Erika Septi Waluya, Nandang Ahmad Wati, Rita Fajar Widanarta, Dian Widayanti, Ratna Galih Winarto Winarto Wiyanti, Zulvi Wulan dari Wulandari, Lusia Asih Wulandini S, Putri Yahya Zakaria Yani Veronika , Septika Yoga Pramana Yulanda, Nita Arisanti Yuli Astuti Yuliani, Rahma Yunita Anggriani ZAKI MUBARAK Zara, Wa Ode Siti Zulaekha, Quini Siti Zulfa Jamalie Zulkifli