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P. Rebouças

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2 papers indexed here

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Open access Sep 2026

Can Annotation‐Free Deep Learning Detect Periapical Bone Rarefactions on Panoramic Radiographs? A Paired Diagnostic Validation Study

This study aimed to compare an annotation‐free deep learning (DL) model with human evaluators for detecting periapical bone rarefactions (PBRs) on panoramic radiographs (PRs) and to assess the clinical acceptability of AI‐supported dental imaging. A mixed‐methods diagnostic validation was conducted using 238 PRs, e...

José Evando da Silva-Filho, Caio Marques Silva, Giovanna Tacchi et al. · 0 citations
Open access Aug 2026

Reducing Complexity in Leaf Disease Classification Using a Lightweight Convolutional Neural Network

A lightweight Convolutional Neural Network model inspired by the MobileNet architecture, designed to classify various plant leaf diseases efficiently, is proposed, providing a robust, lightweight, and efficient tool for early disease detection, with the potential to enhance crop management and reduce economic losses in...

Roney Nogueira de Sousa, Saulo Anderson Freitas De Oliveria, P. Rebouças · 0 citations

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