Article Per Year (5 Year)
p-Index From 2020 - 2025
5.234
P-Index
This Author published in this journals
All Journal IJCCS (Indonesian Journal of Computing and Cybernetics Systems) Techno.Com: Jurnal Teknologi Informasi MATICS : Jurnal Ilmu Komputer dan Teknologi Informasi (Journal of Computer Science and Information Technology) Jurnal Teknologi Jurnal EECCIS Journal of Information Systems Engineering and Business Intelligence INFORMAL: Informatics Journal Register: Jurnal Ilmiah Teknologi Sistem Informasi Journal of Information System Format : Jurnal Imiah Teknik Informatika Informatika Mulawarman: Jurnal Ilmiah Ilmu Komputer Network Engineering Research Operation [NERO] SMARTICS Journal BAREKENG: Jurnal Ilmu Matematika dan Terapan JRST (Jurnal Riset Sains dan Teknologi) Jurnal Penelitian dan Pengabdian Kepada Masyarakat UNSIQ JURTEKSI Systemic: Information System and Informatics Journal Proceedings of Annual Conference for Muslim Scholars JATI (Jurnal Mahasiswa Teknik Informatika) Oeconomicus Journal of Economics Jurnal Abdikarya : Jurnal Karya Pengabdian Dosen dan Mahasiswa Jurnal Sistem Informasi dan Bisnis Cerdas Nusantara Journal of Computers and its Applications Jurnal Manajemen Informatika, Sistem Informasi dan Teknologi Komputer (JUMISTIK) Jurnal Bisnis Digital dan Enterpreneur (BISENTER)
Achmad Teguh Wibowo
Universitas Islam Negeri Sunan Ampel Surabaya
Religion Humanities Chemical Engineering, Chemistry & Bioengineering Chemistry Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Electrical & Electronics Engineering Energy Engineering Environmental Science Industrial & Manufacturing Engineering Law, Crime, Criminology & Criminal Justice Mathematics Mechanical Engineering Physics Social Sciences Transportation Other

Published : 37 Documents Claim Missing Document
Claim Missing Document
Check
Articles

Found 1 Documents
Search
Journal : IJCCS (Indonesian Journal of Computing and Cybernetics Systems)

 1 
Breast Cancer Classification Based on Mammogram Images Using CNN Method with NASNet Mobile Model Pramesti, Diah Devi; Farida, Yuniar; Novitasari, Dian Candra Rini; Wibowo, Achmad Teguh
IJCCS (Indonesian Journal of Computing and Cybernetics Systems) Vol 19, No 3 (2025): July
Publisher : IndoCEISS in colaboration with Universitas Gadjah Mada, Indonesia.

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.22146/ijccs.98187

Abstract

In Indonesia, the type of cancer that contributes to the highest death rate is breast cancer, so there is a great need for early examination, clinical examination, and screening, which includes mammography. Mammography is currently the most effective method for detecting early-stage breast cancer. This study aims to classify breast cancer cells based on mammogram images. The method used in this research is CNN (Convolutional Neural Network) with the NASNet Mobile model for classifying three classes: normal, benign, and malignant. The CNN method can learn various input attributes powerfully so that CNN can obtain more detailed data characteristics and has better detection capabilities. This research obtained the most optimal model based on the percentage of accuracy, sensitivity, and specificity values of 99.67%, 98.78%, and 99.35%, respectively. This research can be used to help radiologists as considerations in making breast cancer diagnosis decisions.
Co-Authors Adi, Derry Pramono Agung Widodo Agus Hermanto Agustinus Bimo Gumelar Agustinus Bimo Gumelar Akh. Yunan Athoillah Akh. Yunan Athoillah Alfian Pradana Isanto Amin, Faris Mushlihul Anang Kunaefi, Anang Erni Yudaningtyas Fardan Zamakhsyari Farida, Yuniar Faris Mushlihul Amin Faris Mushlihul Amin Farmita, Mayandah Fian Hidayah Nurprayogi Hani Khaulasari Husna Nur Laili ishari, qitvirul azij Izzah Islamiyyah, Daffah Thoriqotul Jasri, Moh. Jeffri Dian Asmoro Khoirul Anam Kusnul Prianto, Kusnul Latifatun Nadya Desinaini Lukman Junaedi Maharani, Angelina Putri Maula, Muhammad Faruq Rahman Milad, Mohammad Khusnu Milad, Muhammad Khusnu Milad, Muhammad Khusnul Mochamad Hariadi Moh Jasri Mohamat Rizki Shofiyulloh Mohammad Afinil Maula Muhammad Andik Izzudin Muhammad Khusnul Milad Muhammad Shodiq Muhammad Shodiq, Muhammad Mujib Ridwan MY. Teguh Sulistyono Nugroho, Via Ardianto Nur Sela Ameiliawati Pramesti, Diah Devi Putroue Keumala Intan Rifa'i, Muh. Khoirul Rolliawati, Dwi Rudi Setiawan Salsabila Nasution, Amanda Sari, Dian Candra Rini Novita Sartika Wiguna, Anggri Sayyida, Anggy Claudy Shofiyulloh, Mohamat Rizki Silvia Kartika Sari Suhartono Sunaryo Sunaryo Sururin Darina Taka Fidihama Tantri Windarti Wahibullah, Wahibullah Yalina, Nita Yulianto, Novin Ardian Yuniar Farida, Yuniar