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All Journal Jurnal Simetris JREC (Journal of Electrical and Electronics) Jurnal Teknologi Jurnal Informatika dan Teknik Elektro Terapan Jurnal Teknologi Elektro ELKOMIKA: Jurnal Teknik Energi Elektrik, Teknik Telekomunikasi, & Teknik Elektronika Edu Elektrika Journal JETT (Jurnal Elektro dan Telekomunikasi Terapan) CIRCUIT: Jurnal Ilmiah Pendidikan Teknik Elektro JEEMECS (Journal of Electrical Engineering, Mechatronic and Computer Science) SELAPARANG: Jurnal Pengabdian Masyarakat Berkemajuan KOMPUTEK TESLA: Jurnal Teknik Elektro TEKTRIKA - Jurnal Penelitian dan Pengembangan Telekomunikasi, Kendali, Komputer, Elektrik, dan Elektronika JISICOM (Journal of Information System, Infomatics and Computing) EPIC : Journal of Electrical Power, Instrumentation and Control TEKNOKOM : Jurnal Teknologi dan Rekayasa Sistem Komputer Aisyah Journal of Informatics and Electrical Engineering JE-Unisla JATI (Jurnal Mahasiswa Teknik Informatika) Jurnal Teknik Elektro Uniba (JTE Uniba) EEICT (Electric, Electronic, Instrumentation, Control, Telecommunication) Jurnal Ilmiah Wahana Pendidikan JEEE-U (Journal of Electrical and Electronic Engineering-UMSIDA) Teknologika Jurnal Media Computer Science Journal of Scientech Research and Development Jurnal Ilmiah Teknik Elektro Jurnal Elektrosista JIM: Jurnal Ilmiah Mahasiswa Pendidikan Sejarah Power Elektronik : Jurnal Orang Elektro Jurnal Ecotipe (Electronic, Control, Telecommunication, Information, and Power Engineering)
Arnisa Stefanie
Universitas Singaperbangsa Karawang
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Journal : Jurnal Media Computer Science

 1 
Eye Disease Classification Based On Fundus Image Using Yolo V8 Algorithm Muhammad Nur Ihsan Muhlashin; Arnisa Stefanie
Jurnal Media Computer Science Vol 3 No 1 (2024): Januari
Publisher : Fakultas Ilmu Komputer Universitas Dehasen Bengkulu

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37676/jmcs.v3i1.4572

Abstract

Eye disease is a very serious problem because it affects one of the five human senses. In many cases many people ignore the impact of eye diseases in the early stages. In general, the process of examining eye diseases is carried out based on manual analysis by doctors (experts) on the fundus image of the patient's eye at a fairly expensive cost. To overcome this, the author proposes an eye disease classification system that can automatically detect eye diseases using YOLO V8. This system can be used for early detection of eye diseases to prevent the development of more serious eye diseases. From the test results of the model built, the accuracy value is 92%, precision is 91%, recall is 92%, F1-score is 91%. Overall, these results can be considered satisfactory and can be implemented for eye disease classification systems based on fundus images.
Co-Authors Adam Fatta’ah Ramadhan Aditya Pebrian, Riangga Agustine Cahyaningtyas, Ine Al Fahmi Hidayatullah Alfabil Arsy Akbar Amanda Fairuz Syahla Ananda Rizky Kurniadi Andromeda, Safrian Angga Muhammad Satria Nugroho Anjani, Ratna Dewi Ardhiansyah Ardhiansyah Ari Pradana, Aditya Aufar Ahmad, Syihan Bagas Dwi Saputra Bangsa, Insani Abdi Bayu Segara Cahyani, Revananda Aulia Dadan Darmawan Dedeh Widia Ningsih Dedi Pahroji Deny Kurniawan Dian Budhi Santoso Dian Budhi Santoso Dwi Arya Purnama, Jemy Dwijaksara, Ni Luh Bella Dzalfa Zahrotun Nisa Egi Sunardi Eka Aperinda Putri Endah Purwanti Fahmi Akbar Erdyansyah Farhan Ibnu Prabowo Farradina Choria Suci Farradina Choria Suci Fathana salsa hayani Fauzan Adityo Fazryansah, Muhammad Rizki Feryadi, Panji Galih Alif Artanto Ghazali, Dendi Hakim, Ardy Rahman Haniffullah, Al Husna, Fitria Nurul Ibnu Prabowo, Farhan Ibrahim Ibrahim Ibrahim Ibrahim Ibrahim Ihsan Muttaqin, Muhammad Insani Abdi Bangsa Insani Abdi Bangsa Irfandi, Muhamad Jojo Sumarjo Kukuh Isnaen, Muhammad Kurniadi, Ananda Rizky Lammad, Ibrahim Lela Nurpulaela Luqman Ramadhani, Muhammad Marno Marno Masyita, Nurani Mohammad Dwi Prasetyo Muhamad Rakadytia Akbar* Muhammad Hekmatyar Rabbani Muhammad Nur Ihsan Muhlashin Muhammad Nur Ihsan Muhlashin Muhammad Sahidal Muhammad Shodikin Mukti Permana Nono Wahyudi Nugraha, Rifki Fajar Nurfadillah Fadil, Muhammad Nurfauzy, Yusril Nursyaban, Ikhwan Nurunnisa Aulia Pambudi, Agung Priatama Panji Pamuka*, Salas Patriana, Zia Paul Yosua Putri Ananda, Tariska Rahmat Hidayat Rahmat Hidayat Rakadytia Akbar*, Muhamad Ramadhan, Adam Fatta'ah Ramadhan, Sandi Rean Khotama Reni Rahmadewi Reni Rahmadewi Reni Rahmadewi, Reni Rezyan, Rizky Fiqliyarli Rezza Badruzzaman Ridwan Satrio Hadikusuma Riza Ibnu Adam, Riza Ibnu Rizqi Andika Prasetyo Rizwaldi Muhammad Iman Rosid Rosid, Rosid Rozzaki, Roby Safrian Andromeda Sandi Santoso, Dian Budhi Suci, Farradina Choria Supriyadi, Adimas Prasetyo Susilawati Susilawati Tambunan, Samuel Taufiiqulhakim Jubair Teguh Kurniawan Tendy Ferdyansyah Ulinnuha Latifa Veril Firmansyah Ridho Viola Widyasari, Sherina Vita Efelina Wilma Nurrul Adzilla Yogi Aldi Saputra Yuliarman Saragih Zikri Hanafi