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Journal : Scientific Journal of Informatics

Deteksi Dini Terhadap Penyakit Tumor Otak Menggunakan Citra Magnetik Resonance Imaging (MRI) dengan Pendekatan Deep Convolutional Neural Network Muhamad Salman; Rudi Kurniawan; Bunga Intan; Budi Santoso
Jurnal Ilmiah Informatika Vol. 10 No. 1 (2025): Jurnal Ilmiah Informatika
Publisher : Department of Science and Technology Ibrahimy University

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35316/jimi.v10i1.37-41

Abstract

This study aims to develop an early detection system for brain tumors using MRI images with a Deep Convolutional Neural Network (DCNN) based on the ResNet152V2 architecture. Rapid detection of brain tumors is crucial for improving recovery chances; however, manual processes often face challenges due to limitations in technology and medical expertise. Therefore, this research offers an automated solution for analyzing MRI images.The methods used include data collection from public datasets, image preprocessing, and training the DCNN model. The ResNet152V2 model was chosen for its ability to address the vanishing gradient problem and its effectiveness in feature extraction. The results show that the model achieved an accuracy of 92.38% in classifying four types of brain tumors: Meningioma, Glioma, Pituitary, and No Tumor. Evaluation using a confusion matrix and classification report indicates good performance. This research is expected to contribute to the early diagnosis of brain tumors and serve as a reference for future studies in the application of artificial intelligence in the medical field.
Co-Authors A.Haitami ABDUL RACHMAD BUDIONO Achmad Fauzi Febrianto Madjri Aden Sutisna Adhany, Putri Cheria Adhimas Putra Pradana Ady Rendra Bachtiar Agus Sulistyono Agustinus Budi Santoso Ahmad Sobri Ahmad Syahputra Ahmad Yusof Alfariza Alif Anggara Ambo Tang Amilia, Rendi Kiki Rizki Ananda Firza Ramadhan Andini Andri Anto Andri Andri Anto Tri Susilo, Andri Anto Andriani, Desta angelia@gmail.com Angga Marta Arisandy Anggriya Utami Anisa Putri Anisa Rahmawati Anita Rahmawati Anton Yusuf Arief Kurniawan Arif Ardiansyah Arif rachman Arisca Yuliarto, Angelia Armanto Armanto Arvianto, Ronny Arya Brahmanta Asep Sirojudin Abas Aulia Pratama Bagus Rahmat Budiarto Bolla, Ibrahim Noch Bunga Intan Bunga Intan Bunga Intan Cahyadi, H. Aditya Cane Lukisari Chairil Ezward, Chairil Cindi Wulandari Danang Danang Dasrun Hidayat Derik Dwi Heavyanto Devi Fitriani Dewi Pratiwi Sumarni Dezan Novhansa Didik Artino Jamaludin Dyah Ayu Retno Wulan Dyah Ayu Retnowulan eddy hermanto Edi Susilo Eeng Ahman, Eeng Eko Budi Satoto Eko Siswanto Elfi Indrawanis, Elfi Elisa, Erlin Emy Khoironi Endah Tri Wulandari Endah Wahjuningsih Ery Agus Priyono Fadhila Dhuha Oktiana Fadilatul Hasanah Fifi Siti Fauziah Yani Firman Gilang Yoego Santoso Gitalansa Martantina Widya Gusti Marlina Gustryanti, Kiki Hadi Nasbey Hanif Assabib Rosyid Hanif Nur Widhiyanti Hansen Kurniawan Hany Aryani Puspita Havida Widyastuti Heny Indriani Heri Puspito Hery Supriyadi Hidayat, Monna Maharani Icha Artyas Annariswati Ilham, Mochamad Imam Supriyadi Imelisa, Rahmi Indah Pratiwi Indra Sumantiawan, Dody Iqbal Yusriansyah Ira Puspitadewi Samsuryaningrum Istiqomah Rosidah Jalaluddin Mubarok Joni Karman Juhaeriah, Juju Jumadi Jumadi Kasimaldi Kulsum, Dewi Umu Kusnendi Lilik Sriwiyati Linda Suanti Lisa Rahmah Agustini Lukman Sunardi M. Afifulloh M. Nelvandi Setiawan Maudi Endah Lestari Meinar Nur Ashrin MeraldaRsoyy Mohammad Samsul Bakhri Mudyawati Kamaruddin Muh Fadli Muhamad Ainurohman Muhamad Salman Muhamad Salsabil Fadilah Muhammad Cahaya Saputra Muhammad Dzaky Muhammad Nabil Al Faqih Muhammad Umam Mubarok Muhammad Zahran Gibran Muljadi Hartono Mulyati, Rini N, Sri Wulandari Namira Audita nauza agis irdiana Ni Nyoman Putu Martini Nisrina Nabila A`bidah Notodiguno Nova Nadia Firdaus Novendy Yoyada Novi Lestari Nur Pudyastuti Pratiwi Nurcinta Leoni Nursaidah Nursalam Oktaviana, Ria Rindika Pajriah Putri Islamy Putri Danisa Rachmawaty M. Noer rahmadiah, rifa Rahmi Sulistyarini Rian Gunawan Riyan Eko Rosandi Riyanto Setiawan Rizky Ni'ma Febriani Rizky Ramadhan Robert Robert Rudi Kurniawan Rudi Kurniawan Rudyana, Hikmat Safarina, Lina Sakina, Zafira Naja Satria Amiputra Amimakmur Satrio Ageng Rihardi Seprido Seprido, Seprido Setiyo Adi Wibowo Sherly Adelia Shindytya Hari Pratiwi Siti Lady Havivi Siti Nuraisyah Siti Rahayu Sugeng Santoso PN Suhariningsih Suharjiman, Suharjiman Suhendra SUNARTO Susanto Susanto Susiani Suwardi Syamsul Arifin, M. Agus Syarif Dahlan Taufik Rahman Tri Nopsagiarti Upik Rahma Fitri Wahyu Sanjaya Gultom Wahyudi Wahyudi Wayan Darsana Widjiati WIDYASTUTI Widyastuti, Havida Widyawati Ika Putri Wisnusakti, Khrisna Yana Setiawan Yenny Puspitasari Yessy Eka Ambarwati Yudi Kristyawan Yulianti Wulandari Zellius Ragiliawan Zita L. Sarungallo Zulfauzi -