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Optimizing urine protein detection accuracy using the K-nearest neighbors algorithm and advanced image segmentation techniques

Anton Yudhana

Anton Yudhana

Department of Electrical Engineering, Faculty of Industrial Technology, Universitas Ahmad DahlanYogyakarta, Indonesia
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Yudhana, Anton
, 
Novi Febrianti

Novi Febrianti

Department of Biology, Faculty of Applied Science and Technology, Universitas Ahmad DahlanYogyakarta, Indonesia
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Febrianti, Novi
, 
Ilham Mufandi

Ilham Mufandi

Department of Agro-Industrial Technology, Faculty of Science and Technology, Universitas Darussalam GontorIndonesia
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Mufandi, Ilham
, 
Arsyad Cahya Subrata

Arsyad Cahya Subrata

Department of Electrical Engineering, Faculty of Industrial Technology, Universitas Ahmad DahlanYogyakarta, Indonesia
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Subrata, Arsyad Cahya
, 
Nuni Ihsana

Nuni Ihsana

Faculty of Medicine, Universitas Ahmad DahlanYogyakarta, Indonesia
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Ihsana, Nuni
, 
Son Ali Akbar

Son Ali Akbar

Department of Electrical Engineering, Faculty of Industrial Technology, Universitas Ahmad DahlanYogyakarta, Indonesia
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Akbar, Son Ali
, 
Liya Yusrina Sabila

Liya Yusrina Sabila

Department of Electrical Engineering, Faculty of Industrial Technology, Universitas Ahmad DahlanYogyakarta, Indonesia
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Sabila, Liya Yusrina
, 
Helda Pratama

Helda Pratama

Department of Electrical Engineering, Faculty of Industrial Technology, Universitas Ahmad DahlanYogyakarta, Indonesia
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Pratama, Helda
, 
Nisa Fajriyanti

Nisa Fajriyanti

Department of Electrical Engineering, Faculty of Industrial Technology, Universitas Ahmad DahlanYogyakarta, Indonesia
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Fajriyanti, Nisa
, 
Sri Lestari

Sri Lestari

Rumah Sakit Umum Daerah (RSUD)Purworejo, Indonesia
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Lestari, Sri
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Ismail Rakip Karas

Ismail Rakip Karas

Department of Computer Engineering, Demir Celik Campus, Karabuk UniversityKarabuk, Turkey
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Karas, Ismail Rakip
  
26 jul 2025
Optimizing urine protein detection accuracy using the K-nearest neighbors algorithm and advanced image segmentation techniques's Cover Image
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Categoría del artículo: Research Article
Publicado en línea: 26 jul 2025
Recibido: 14 sept 2024
DOI: https://doi.org/10.2478/ijssis-2025-0039
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© 2025 Anton Yudhana et al., published by Sciendo
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.
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