Tootfinder

A Modified VGG19-Based Framework for Accurate and Interpretable Real-Time Bone Fracture Detection
Md. Ehsanul Haque, Abrar Fahim, Shamik Dey, Syoda Anamika Jahan, S. M. Jahidul Islam, Sakib Rokoni, Md Sakib Morshed
https://arxiv.org/abs/2508.03739

A Modified VGG19-Based Framework for Accurate and Interpretable Real-Time Bone Fracture Detection
Early and accurate detection of the bone fracture is paramount to initiating treatment as early as possible and avoiding any delay in patient treatment and outcomes. Interpretation of X-ray image is a time consuming and error prone task, especially when resources for such interpretation are limited by lack of radiology expertise. Additionally, deep learning approaches used currently, typically suffer from misclassifications and lack interpretable explanations to clinical use. In order to overco…