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All Journal Jurnal Reviu Akuntansi dan Keuangan Jurnal Natapraja : Kajian Ilmu Administrasi Negara JAS (Journal of ASEAN Studies) Jurnal Titra Jurnal Aplikasi Bisnis dan Manajemen (JABM) E-Journal Jurnal Organisasi Dan Manajemen International Journal of Technology And Business Al Qalam: Jurnal Ilmiah Keagamaan dan Kemasyarakatan STI Policy and Management Journal Pharmaceutical Journal of Indonesia TEMALI : Jurnal Pembangunan Sosial Jusikom: Jurnal Sistem Informasi Ilmu Komputer Jurnal Sistem Teknik Industri JPSI (Journal of Public Sector Innovations) EDUTEC : Journal of Education And Technology Prosiding National Conference for Community Service Project Jurnal Pengabdian kepada Masyarakat Nusantara Hubungan Tingkat Pengetahuan Petugas Pengelola Obat dengan Tingkat Ketersediaan Obat Di Puskesmas Kota Malang Zaaken: Journal of Civil and Business Law Jurnal Media Ekonomi (JURMEK) Jurnal Alwatzikhoebillah : Kajian Islam, Pendidikan, Ekonomi, Humaniora BISNIS & BIROKRASI: Jurnal Ilmu Administrasi dan Organisasi Jurnal Pengabdian Olahraga Masyarakat International Journal of Social Service and Research Jurnal Ilmu Manajemen Advantage Algoritme Jurnal Mahasiswa Teknik Informatika Eduvest - Journal of Universal Studies Jurnal Keperawatan Profesional (KEPO) Enrichment: Journal of Multidisciplinary Research and Development Jurnal Mitra Teknik Industri Asian Journal of Social and Humanities Jurnal Media Ekonomi (JURMEK)
Chandra Wijaya
1). Radioisotope and Radiopharmaceutical Center, BATAN, Serpong. 2). Faculty of Pharmacy, University of Pancasila, Jakarta.
Religion Aerospace Engineering Humanities Biochemistry, Genetics & Molecular Biology Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Earth & Planetary Sciences Economics, Econometrics & Finance Education Engineering Environmental Science Health Professions Immunology & microbiology Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Mathematics Medicine & Pharmacology Neuroscience Nursing Public Health Social Sciences Other

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Journal : Algoritme Jurnal Mahasiswa Teknik Informatika

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CLASSIFICATION OF PNEUMONIA USING K-NEAREST NEIGHBOR METHOD WITH GLCM EXTRACTION Wijaya, Chandra; Irsyad, Hafiz; Widhiarso, Wijang
Jurnal Algoritme Vol 1 No 1 (2020): Oktober 2021 || Algoritme Jurnal Mahasiswa Teknik Informatika
Publisher : Program Studi Teknik Informatika Universitas Multi Data Palembang

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (1864.245 KB) | DOI: 10.35957/algoritme.v1i1.431

Abstract

Pneumonia is an inflammatory parenchymal disease caused by various microorganisms, including bacteria, micro bacteria, fungi, and viruses. This study used an X-ray to find out whether or not there was pneumonia. The objective of this study was to classify the X-ray results whether or not there was pneumonia in a fast and precise way through a program to produce good accuracy. The classification method used in this study were K-Nearest Neighbor (KNN) and Gray Level Co-Occurrence (GLCM) for the extraction method. There are several stages before being classified, namely cropping, resizing, contrast stretching, and thresholding. The results showed that the best accuracy per class was 66.20% for K = 5.
Co-Authors Adianto Agatha, Septian Agung Firman Sampurna ainaya asmaralda, zahara Alpen, Joni Amalia Amalia Aminuyati Andreo Wahyudi Atmoko Apriani, Leni Aprillia, Dewinta Asido, Elpri Ayuningtiyas, Vallendiah Bima E, Fikral Budi Yulianto Budimayansah, Bambang Lestrika Candy, Candy Cendana, Colleen Daniel Daniel Dergibson Siagian Diah Anggraeni Jatraningrum Dwinanti, Pratiwi Ernestine, Ernestine Fahmi, Mohammad Irfan Fahmi Fatmawati, Fatmawati Fellyanto, Fellyanto Fibria Indriati Gunadi Gan Hafiz Irsyad Hartrisari Hardjomidjojo Hutabarat, Fauzi A. M. I Wayan Sukania Iman Firmansyah Indriyati Indriyati Irwan Budiman Johny Budiman Joni Emirzon Juliana, Eva Justin, Justin Khayrunnisa, Fauzia Maurizka Kuklin , Nikita Lahadalia, Bahlil Laksamana, Patria Lastiwi, Danarsiwi Tri Lely Hiryanto Lita Sari Barus M. Syamsul Maarif Margareta, Serlen Mayasari Mayasari, Mayasari Mayviana, Vivin Meiliana, Evita Meriyani, Susi Moron, Maria Selvi MUHAMMAD TAUFIK Neliwati Nina Mariana, Nina Nuryanto, Adi Nyoman Sutapa Octavianus Octavianus, Octavianus Okti Sri Purwanti Panca, Billy Susanto Permana, Anggit Jati Pradana, Aditya Wisnu Said Kelana Asnawi Salam Fadillah Alzah Samawati Saleh, Putu Santonius, celvin Saputra, Rian Amanda Saripudin Saripudin Seva, Kristining SIGA, WILLFRIDUS DEMETRIUS Silvia Monica sirait, asnita Siregar, Andi Suhendra Sisilia, Desy Siti Aisyah Soeling, Pantius Drahen Solly Aryza Subroto, Athor Suharyanto Syafrida, Yuni Tampubolon, Jusra Teguh Dartanto Teguh Sarry Hartono, Teguh Sarry Tri Hastuti Umanto, Umanto Utami, Diah Setia Variani, Joanna Rika Virginia, Tesalonika Widiantari, Aninda Dinar Wijang Widhiarso Wijaya, Surya Oto Wirya, Wirya Yonata Laia Yunita, Risna