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All Journal Buletin Poltanesa Journal of Advanced Health Informatics Research
Rajiansyah
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Agriculture, Biological Sciences & Forestry Computer Science & IT Control & Systems Engineering Education Engineering Medicine & Pharmacology Public Health

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A Bibliometric Analysis of Knowledge Distillation in Medical Image Segmentation Muntiari, Novita Ranti; Rania Majdoubi; Rajiansyah
Journal of Advanced Health Informatics Research Vol. 2 No. 3 (2024)
Publisher : Peneliti Teknologi Teknik Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59247/jahir.v2i3.297

Abstract

This study conducts a bibliometric analysis and systematic review to examine research trends in the application of knowledge distillation for medical image segmentation. A total of 806 studies from 343 distinct sources, published between 2019 and 2023, were analyzed using Publish or Perish and VOSviewer, with data retrieved from Scopus and Google Scholar. The findings indicate a rising trend in publications indexed in Scopus, whereas a decline was observed in Google Scholar. Citation analysis revealed that the United States and China emerged as the leading contributors in terms of both publication volume and citation impact. Previous research predominantly focused on optimizing knowledge distillation techniques and their implementation in resource-constrained devices. Keyword analysis demonstrated that medical image segmentation appeared most frequently with 144 occurrences, followed by medical imaging with 110 occurrences. This study highlights emerging research opportunities, particularly in leveraging knowledge distillation for U-Net architectures with large-scale datasets and integrating transformer models to enhance medical image segmentation performance
Pengembangan Aplikasi Pendataan Keluar-Masuk STNK pada Sistem Kredit PT Indeks Media Finance Arfyanti, Ita; Salmon; Rajiansyah
Poltanesa Vol 23 No 1 (2022): Juni 2022
Publisher : P3KM Politeknik Pertanian Negeri Samarinda

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.51967/tanesa.v23i1.1211

Abstract

Dalam proses pengajuan pembiayaan kredit motor dan mobil bekas, kelengkapan surat-surat dalam hal ini STNK menjadi salah satu syarat yang harus dipenuhi. Jika STNK sudah tidak berlaku maka PT Indeks Media Finance melakukan pengurusan melalui biro jasa. Penelitian ini berfokus pada membangun sebuah aplikasi pendataan keluar masuk STNK. Metode Pengembangan sistem yang digunakan penelitian yaitu metode System Development Life Cycle (SDLC) atau yang lebih dikenal siklus hidup pengembangan sistem mulai dari tahapan analisis, desain sampai implementasi dan pengujian. Harapan sistem yang dibangun tidak hanya dapat mendata keluar-masuk STNK tetapi juga dalam hal pembuatan laporan untuk pimpinan.
Co-Authors Ita Arfyanti Muntiari, Novita Ranti Rania Majdoubi Salmon