p-Index From 2021 - 2026
11.982
P-Index
This Author published in this journals
All Journal TELKOMNIKA (Telecommunication Computing Electronics and Control) Format : Jurnal Imiah Teknik Informatika Sinkron : Jurnal dan Penelitian Teknik Informatika Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi) Jurnal Komputasi IKRA-ITH Informatika : Jurnal Komputer dan Informatika METHOMIKA: Jurnal Manajemen Informatika & Komputerisasi Akuntansi Jurnal Pengabdian Masyarakat AbdiMas Jurnal Nasional Komputasi dan Teknologi Informasi IKRA-ITH ABDIMAS JUTEKIN (Jurnal Manajemen Informatika) Simtek : Jurnal Sistem Informasi dan Teknik Komputer Aptisi Transactions on Management Aptisi Transactions on Technopreneurship (ATT) ETNOREFLIKA: Jurnal Sosial dan Budaya Jurnal Mantik Jurnal Abdimas Madani dan Lestari (JAMALI) Generation Journal Journal Sensi: Strategic of Education in Information System G-Tech : Jurnal Teknologi Terapan JUKI : Jurnal Komputer dan Informatika Jurnal Teknologi Informatika dan Komputer International Journal Of Science, Technology & Management (IJSTM) Jurnal Algoritma, Logika dan Komputasi Journal of Business and Audit Information System (JBASE) Jurnal Pengabdian dan Edukasi Sekolah (Jubaedah) Jurnal Begawe Teknologi Informasi Journal Of Human And Education (JAHE) Ilmu Komputer untuk Masyarakat IKA BINA EN PABOLO : PENGABDIAN KEPADA MASYARAKAT Prosiding Seminar Nasional Sisfotek (Sistem Informasi dan Teknologi Informasi) Jurnal Indonesia Sosial Teknologi Jurnal Sains, Teknologi dan Rekayasa (SAINTESA) Media Abdimas Jurnal Pengabdian Masyarakat Bangsa ROUTERS: Jurnal Sistem dan Teknologi Informasi International Transactions on Education Technology (ITEE) BULLET : Jurnal Multidisiplin Ilmu SENADA : Semangat Nasional Dalam Mengabdi Jurnal Karya untuk Masyarakat (JKuM)
Claim Missing Document
Check
Articles

Found 1 Documents
Search
Journal : Jurnal Mantik

Design and development of skin disease detection application in humans using computer vision Krisogonus Wiero Baba Kaju; Nizirwan Anwar; Agung Mulyo Widodo; Binastya Anggara Sekti
Jurnal Mantik Vol. 7 No. 4 (2024): February: Manajemen, Teknologi Informatika dan Komunikasi (Mantik)
Publisher : Institute of Computer Science (IOCS)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35335/mantik.v7i4.4681

Abstract

Skin diseases are abnormal conditions affecting the outer layer of the human body. The prevalence of skin infections worldwide reaches 300 million cases per year, with Indonesia contributing significantly, mainly due to the tropical climate and dense population. Factors such as air temperature, environmental cleanliness, personal hygiene, and the lack of public knowledge about skin hygiene can trigger various types of skin diseases. Skin diseases are often considered trivial as they do not cause death, yet if not promptly and accurately addressed, they can lead to spreading and difficulties in treatment. Analyzing skin diseases requires a high level of knowledge, and accurate diagnosis often presents a challenge. The success of diagnosis heavily relies on the experience of doctors, with some limitations involving subjective assessments and variations among experts. This research aims to design an artificial intelligence (AI)-based application that can quickly and accurately diagnose various types of skin diseases in humans. The application utilizes Deep Learning technology, employing the MobileNet model in Computer Vision to identify skin disease types based on images provided by the user. The system development method used is the AI Project Cycle, encompassing stages such as problem scoping, data acquisition, data exploration, modeling, evaluation, and deployment. Model evaluation results demonstrate good performance with an accuracy rate of 96%, precision of 96%, an f1 score of 95%, and a recall of 95%. The resulting application not only provides diagnoses but also offers information about symptoms, causes, and methods of handling the identified skin diseases
Co-Authors Achmad Fansuri Adelia Rizky Cantika Adhy, Dewanto Rosian Adi Widiantono Adikara, Fransiskus Agus Satriawan Agustina, Noni Ahmad Muhammad Thantawi Akbar, Habibullah Alivia Yufitri Anderson, James Andri Kurnia Maulana Andy Julianto Ani Hayati Anindya Billa Mustika Annisa Dwi Anggri Ari Anggarani Winadi Prasetyoning Tyas Ari Pambudi Atik Rizkiyani Badie Uddin Bambang Irawan bayu pamungkas Binastya Anggara Sekti Bist, Ankur Singh Budi Tjahjono Budilaksono, Sularso Calvin Ramadhani Alfahrezi Diana Novita Dita Chandra Samsiya Doni Antoro Dwi Rohman Soleh Dwi Setiyadi Eko Prasetyo Emon Sulaksana Erry Yudhya Mulyani Erry Yudhya Mulyani Erry Yudhya Mulyani Erry Yudhya Mulyani Erry Yudhya Mulyani Euis Heryati Euis Sadeli Evi Martaseli Evi Martaseli Fachmi Tamzil Fahreza Bahran Febrianty Febrianty Febrianty Mustafa Febrianty, Febrianty Febryna, Nurul Fikri Saefullah Fikri, Ahmad Dzaki Hani Dewi Ariessanti Harlinda Syofyan Haziro Ulfa Hendra Bratanata Hendry Gunawan Hendry Gunawan Hendry Gunawan, Hendry Hermansyah Hermansyah Hermansyah Herwanto, Agus Hidayat, Ruswan Ichwani, Arief Ilham Banuaji Ilham Firmansyah Intan Pandini Irawan, Bambang Iswahyudi, Raden Teddy Iwan Setiawan Iwan Setiawan Iwan Setiawan Izhar Rahim Jacqueline, Greisy Jefry Sunupurwa Asri Jensen, Henrik Jerry Brilianto Akbar Juanda JUANDRI Junaidi Junaidi Kalagi, Richard Kevin Maruli Kartini Kartini kartini, kartini Khairul Fadhly Kiyota Hashimoto Krisogonus Wiero Baba Kaju Kundang Karsono Kundang Karsono Kundang Karsono Juman Kundang Karsono Juman Kundang Karsono Juman Kundang Karsono Juman Kus Hendrawan Muiz Kusuma, Mahesa Adi Laksono, Mohamad Iqbal Ajie Lista Meria Lista Meria Lista Meria Maharani, Adhelin Mariyana Mariyana Widiastuti Martin T, Richard Marwan, Rudi Heri Mawarni Mawarni Micko Tubagas Miliyantri Elvandari Ming, Li Wei Mohamad Alrifqi Mr Zulhaimi Muhamad Bahrul Ulum Muhamad Hendrawan Muhamad Magfur Muhammad Abduh Muhammad Abdullah Hadi Muhammad Abdullah Hadi Muhammad Hadi Arfian Mukhamad Abduh Munawar Munawar Munawwar Munawwar Murya, Rizky Aury Mustika, Anindya Billa Nicholas Janitra Nilasari, Rifani Nina Nurhasanah Nisa, Mahwar Alfan Nisa’I, Siti Haerotun Nixon Erzed Nugroho Budhi Santosa Nugroho Budhisantosa Nur Widiyasono Nur Widiyasono, Nur Nurfilael, Gagas Nurfilae Nurhasanah, Nina Nuriana, Syahrul Ramadhan Nurmalasari, Mieke Oktafiani Oktafiani, Oktafiani Panji Kuncoro Hadi Prabowo, Ary Pratama, Anggoro Yudha Priyanto, Sandra Purwano SK Putra, Fraska Drahma putri, amanda Rahaman, Mosiur Ramadhan, Sachrur Randy Swandy Ratnawati Susanto Rendi Satria Rian Adi Pamungkas Riya Widayanti Rizki Faro Khatiningsih Rizki Ramadhan Rizki Reza Saputra Roesfiansjah Rasjidin Rudi Heri Marwan Rudi Hermawan Rudi Hermawan Rudy Setiawan Ryan Putra Laksana Safrizal Safrizal Santosa, Nugroho Budhi Santoso, Lilik Hari Setiawati, Popong Setiyati, Ritta Siti Komsiah, Siti Sukmawan, Windu Fajar Sundari Meganingrum, Alpa Susanto, Ratnawati Sutanto, Imam Syamsiar, Syamsiar Tarigan, Masmur Tengku Riza Zarzani N Thantawi, Ahmad Muhammad Tjahjojo, Budi Tri Ismardiko Tri Ismardiko Ulfa, Haziro Ulum, Muhamad Bahrul Ummanah Ummanah, Ummanah Utomo, Toni Dwi Vitri Tundjungsari Wahid Abdul Azis Wahyu Prabowo Wahyu Sabiqudin, Muhammad Wahyu Son Haji Wahyudin Anugrah, Rio Warnars, Harco Leslie Hendric Spits Widia Sari Widodo, Agung Mulyo Widyawan, Tri Ismardiko Williams, Tane Yanathifal Salsabila Anggraeni Yasir Muharram Fauzi Yohanes Bagas Ari Widatama Yulfitri, Alivia Yulhendri Yulhendri Yusup, Muhamad Eriza Zakaria, Noor Azura