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Author

A. H. Rangkuti

4 papers indexed here

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Conference Aug 2026

Deep Learning Model for Image-Based Skin Disease Classification

Skin diseases are among the most prevalent health problems worldwide and require accurate diagnosis to ensure proper treatment. However, manual diagnosis is often time-consuming and highly dependent on the expertise of medical professionals, which may lead to misclassification and delayed treatment. Although many deep...

Albert Jonathan Aditya Nugroho, Esther Nasya Irenne, Raynard Kenn Wilbert et al. · 0 citations
Conference Aug 2026

Early Detection of Potato Leaf Disease Using Deep Learning

Potato cultivation is crucial to global agriculture, but continues to face challenges from various disturbances, including six classes of potato diseases: pests, nematodes, viruses, fungi, Phytophthora, and bacteria. These diseases can spread rapidly across fields, causing potato shortages, resulting in significant los...

Marvin Octavianus Salim Purnama, Geraldan Ahmad Hafizh, Nicholas Tirta et al. · 0 citations
Conference Aug 2026

Deep Learning-Based Beef Freshness Classification: A Comparative Analysis of Six CNN Architectures with Transfer Learning

The freshness of meat products is important for food safety and consumer health. Manual inspection methods are subjective and hard to scale, which leads to the need for automated vision-based solutions. This study compares six pretrained convolutional neural network architectures which are MobileNetV2, MobileNetV3, Eff...

Jovan Stefanus, Winsen Cristiano Sun, Maria Louisa Alfianto et al. · 0 citations
Conference Aug 2026

Dual-Stream Deep Learning for Deforestation Content-Based Image Retrieval with Optical and Infrared Satellite Imagery

The speed and scale of forest degradation in Indonesia demands sophisticated environmental data journalism and high-fidelity visual storytelling tools to communicate ecological problems effectively to the public and policy makers. Nevertheless, current satellite-based monitoring approaches that rely solely on unisensor...

Muhammad Agrifian Ferlanda, A. H. Rangkuti · 0 citations

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