A. Manimaran

ROI-based binary caries segmentation in intraoral periapical radiographs using a ResNet-conditioned U-Net with FiLM-modulated decoder

Accurate segmentation of dental caries in intraoral periapical radiographs remains challenging because lesions are often small, low-contrast, and visually confounded by surrounding anatomical structures. To address this problem, an ROI-based binary caries segmentation framework is proposed using a ResNet conditioned...