Author

Aga Satria Nurrachman

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Open access Oct 2026

Automated Detection and Segmentation of Dental Caries in Panoramic Radiographs Using YOLOv8-Based Deep Learning Model

Abstract Objectives This study aimed to develop an automated dental caries localization system through detection and classification using a deep learning (DL) approach based on You Only Look Once Version 8 (YOLOv8). Materials and Methods YOLOv8 models were developed using 750 panoramic radiographs, which were divided i...

R. Putra, E. Astuti, Aga Satria Nurrachman et al. · European Journal of Dentistr... · 0 citations

Review Open access Aug 2026

Convolutional neural network for automated identification of periodontal bone loss on panoramic radiographs: A task-based narrative review

CNN shows strong potential for the accurate and rapid automated identification of PBL on panoramic radiographs through classification, detection, and segmentation approaches, and may assist dentists in diagnosing periodontal disease; however, small dataset size, limited image quality, and the absence of accompanying cl...

Aga Satria Nurrachman, R. Putra, Tsabitha Salwanastiti et al. · Jurnal Radiologi Dentomaksil... · 0 citations