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All Journal OKTAL : Jurnal Ilmu Komputer dan Sains APPA : Jurnal Pengabdian Kepada Masyarakat Repeater: Publikasi Teknik Informatika dan Jaringan
Rahmat Ibnu Iman
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Astronomy Chemistry Computer Science & IT Economics, Econometrics & Finance Education Electrical & Electronics Engineering Law, Crime, Criminology & Criminal Justice Medicine & Pharmacology Social Sciences

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Klasifikasi Penyakit Mata Pada Data OCT Menggunakan Convolutional Neural Network (CNN) Fausta Vita Austrin; Jefri Danil; Rahmat Ibnu Iman; Meidina Rahmawati Putri; Perani Rosyani
OKTAL : Jurnal Ilmu Komputer dan Sains Vol 3 No 09 (2024): OKTAL : Jurnal Ilmu Komputer Dan Sains
Publisher : CV. Multi Kreasi Media

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Abstract

Optical Coherence Tomography (OCT) is a non-invasive medical imaging technique used to diagnose various eye diseases, such as age-related macular degeneration, glaucoma, and diabetic retinopathy. In this study, we developed a Convolutional Neural Network (CNN) model to classify eye diseases on OCT data. Our CNN model consists of several convolution, pooling, and fully connected layers trained on an OCT dataset comprising 7 common classes of eye diseases. Further analysis reveals that the features learned by the CNN model effectively capture the visual characteristics that distinguish between different eye disease classes. We believe that the proposed CNN-based approach can be a useful tool for ophthalmologists to assist in the early and accurate diagnosis of eye diseases using OCT data.
MEMAHAMI TEKNOLOGI IT: FONDASI, SISTEM DAN KESEMPATAN KARIER Muhamad Iksan; Wafa Zabira Revan; Melanie Putria; Darul Huda; Amir Rozy Sinaga; T.M. Aditya Ramadhan; Iddodo; Raihan Rizky Nurfadila; Ahmad Ismail; Rahmat Ibnu Iman
APPA : Jurnal Pengabdian Kepada Masyarakat Vol 2 No 5 (2025): APPA : Jurnal Pengabdian kepada Masyarakat
Publisher : Shofanah Media Berkah

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Abstract

Kegiatan pengabdian masyarakat dengan bertema "Memahami Teknologi IT: Fondasi, Sistem, dan Kesempatan Karier" membahas perkembangan pesat teknologi informasi (TI) dan dampaknya pada berbagai aspek kehidupan. ini dilaksanakan di SMK Negeri 45 Jakarta Materi yang disampaikan mencakup konsep dasar Tl, arsitektur sistem komputer, sistem operasi, jaringan komputer, serta berbagai peluang karier yang dapat digali di bidang TI. Melalui kegiatan ini, diharapkan siswa dapat memahami pentingnya TI dalam kehidupan sehari-hari, serta termotivasi untuk mengembangkan keterampilan di bidang TI guna menghadapi tantangan dunia kerja yang semakin digital.
Sistem Keuangan Pengelola Anggaran Berbasis Web di SMK Tunas Pemuda Rahmat Ibnu Iman; Silvi Maerosa; Siti Ayu Nurfadillah; Wasis Haryono
Repeater : Publikasi Teknik Informatika dan Jaringan Vol. 3 No. 3 (2025): Juli : Repeater : Publikasi Teknik Informatika dan Jaringan
Publisher : Asosiasi Riset Teknik Elektro dan Informatika Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62951/repeater.v3i3.528

Abstract

A web-based budget management information system is a modern solution for efficient school financial administration. This system facilitates the process of budget recording, monitoring, and reporting, leading to faster, more precise, and accurate work. SMK Tunas Pemuda, as a vocational high school, currently manages its budget manually, which is prone to recording errors, data loss, or damage. These issues include managing income from various sources, allocating expenditures, and generating accurate financial reports. Given these challenges The study focuses on designing and implementing a digital platform for managing school budgets. budget management financial system application at SMK Tunas Pemuda. This application is designed to simplify the budget management process, from recording every income and expenditure transaction, monitoring fund allocation, to printing budget reports and transaction proofs. The Waterfall development method is used to develop this application systematically and structured through planning, analysis, design, implementation, and testing phases. Based on the test results, the system has been successfully created and proven 100% compliant with user expectations, simplifying the budget management process, and increasing effectiveness and efficiency. This application also allows for printing budget reports and transaction proofs for both income and expenditure.
Co-Authors Ahmad Ismail Amir Rozy Sinaga Darul Huda Fausta Vita Austrin Haryono, Wasis Iddodo Jefri Danil Meidina Rahmawati Putri Melanie Putria muhamad iksan Perani Rosyani Raihan Rizky Nurfadila Silvi Maerosa Siti Ayu Nurfadillah T.M. Aditya Ramadhan Wafa Zabira Revan