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Journal : Journal of Advances in Information Systems and Technology

Application of Anisotropic Diffusion Filters and Convolutional Neural Network with Mobilenet Framework On X-Ray Image to Detect Pneumonia Zhazkeiya Sheelfa Irawaty; Zaenal Abidin
Journal of Advances in Information Systems and Technology Vol 5 No 1 (2023): April
Publisher : Universitas Negeri Semarang

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Abstract

Pneumonia is the largest infectious disease that occurs in children worldwide. WHO reported that pneumonia killed 808,694 children under five years in 2017; 15% of children under five years died. Pneumonia is the largest infectious disease that can occur in children worldwide. These cases are most common in South Asia and Africa. All the experts suggest that it an easy to diagnose by using x-rays. The x-ray results from the lungs of patients with pneumonia can give an idea of ​​how the pneumonia virus causes the infection in the lungs of patients. This study aimed to determine how the convolutional neural network method works with the framework MobileNet and anisotropic diffusion filters to detect pneumonia and determine the level of accuracy produced by the convolutional neural network method with the MobileNet framework and anisotropic diffusion filters in detecting pneumonia. In this study, the Chest X-ray Images (Pneumonia) dataset from Kaggle was used as an object to be classified using Anisotropic Diffusion Filters and Convolutional Neural Networks to determine the presence of pneumonia based on x-ray images. Classification is carried out on the Chest X-ray Images (Pneumonia) dataset for two weeks from August 14, 2021 to August 28, 2021 which will go through a classification process on x-ray images using the Convolutional Neural Network algorithm and Anisotropic Diffusion Filters. The results of testing with this method have increased compared to previous studies, with an accuracy of 96.67%.
Co-Authors aam alamsyah Abas Setiawan Ade Maria Ulfa Agus Harjoko Agus Slamet Ah. Yusuf Ahmat Adil Akbar Azi Hendro Kartiko Alamsyah - Alfauzi, Abdul Syukur Alfian Pangestu Ambariyanto Ambariyanto Andhini, Anggie Nur Andi Massoeang Abdillah Andri Dwi Hernawan Anggriningrum, Dwi Prisita Anita Anita Anna Fitri Hindriana Asep Ginanjar Arip Aushafa Dyazra Avicena Sakufa Marsanti Ayu Adhita Damayanti Bagus Dwi Hari Setyono Baiq Maoni Yarni Brilian Swastika Choiriyah Widyasari Cika Hilda Fransiski D.A. Lasse Datep Purwa Saputra David Yunizar Devi Ajeng Efrilianda Dewi Ariani Dina Amelia Dwijanto Dwijanto, Dwijanto Dyo Dion Dewantara Elsa Amelya Fitriany Emilyn Cabanda Endah Kurniasari Endang Sugiharti, Endang ENDRI ENDRI Entik Suticha Erni Johan Eva Syarifah Wardah Fahmi Alfa Muslimu Faizin Ahmad Farika Tono Putri Gatot Santosos Gracia Winaktu Hanasiah Hanasiah Hartono, Ahmad Farid Haryasena Haryasena Hasanuddin Rizal Hasni Diana Hasnih Helmi Setyoningsih Hendra Agustina Hermawan, Dessy Ike Dwi Lestari Indrasena, Bangkit Irma Wardani Irmanida Batubara Ismiyasari, Fatimah Nur Juhamran Juhamran Juli Astutik Jumanto Unjung Karina Nur R Khoidar Amirus Kusnanto Kusnanto Laili Hidayati Laksono Trisnantoro Leonard Immanuel Lidya Eka Wijayanti Lilis Karlina Lis Triasari Lumbessy, Salnida Yuniarti Marinah Marinah Marleza Adriyani Mila Karmila milasari handayani Min Rahminiwati Muhamad Luthfi Asyidiq Muhamad Zidan Rahmat Muhammad Junaidi MUHAMMAD TAJUDDIN Muhammad, Candra Hadi Muki Satya Permana Mutia Erlina Arisandi Nanin Nurnaningsih Naoto Matsue Neng Rahayu Novita Nugraha Luhur Nugraheti Sismulyasih SB, Nugraheti Sismulyasih Nunik Cokrowati Nur Hafifah Nur Hanifah Nur Safitri Nurul Fatqur Rohmah Nurul Fatqurrahman Nurul Hiedayati Nurul Latifatul Inayati Nuryanto, Sukarir Pahrul Irfan Paryono . Permata Permata Pipid Ari Wibowo Pramu Pinilih Eka Nurcahya Pratama, Galang Dimas Prihantono Prihantono Putri, Farika Tono Putriaji Hendikawati R Fanny Priniti Rachmi Marsheilla Aguss Ragil Tri Indrawati Ramadhanintyas, Karina Nur Riska Nurul Putri Riska Ratnawati Riza Arifudin Riza Arifudin Ronald Ronald Sadikin Amir Safriana, Eni Salman Ardi Syamsu Santosa Santosa Saputro, Febrianto Suryo Sari Setiyani Selamet Samsugi Septi Ayu Maulidia Sestu Retno D. A Setijowati, Umi Sheila Gracia Ginting Sri Redjeki Sri Samsundari Sudirman Sudirman Sugeng Juwono Mardihusodo Suharto Suharto Sultan Fakhrur Rassyi Supandi Supandi Supriyono Supriyono Su’adah . Syahroni Hidayat Tatang Herman, Tatang Taufiq Akbar Wijayanto Taufiq Nugroho Tomi Hardjatno Tomy Rosady Tri Mulyono Edi Saputro Trivadila Triyana P.D Umi Nur Solikah Wahyu Isti Nugroho WD Ari Pratama Wicaksana, Dinar Anggit Widiatmaka . Wijaya, Henry Putra Imam Wilis Hariani Pangestu Willa Pratika Wulan Febriana Fitrianingrum Wulan Marniasih Yatin Yatin Yosi Pahala Yulianti Yulianti Yunita Yunita Zaki Maharani Zhazkeiya Sheelfa Irawaty