Abstract Background Periodontitis is one of the most prevalent yet preventable oral diseases, as indicated by multiple clinical and radiographic factors. As these factors are recorded in electronic health records (EHRs), their reuse offers opportunities for personalized risk assessment and targeted prevention. Predicti...
L. Swinckels, Katharina Alves Rabelo, Eduardo Delamare et al.· Journal of Medical Internet...· 0 citations
The proposed MARC (Morphology-Aware Regression of Consensus), a framework that predicts a multi-method consensus-support map for SST segmentation, demonstrates that the predicted consensus maps localise weakly supported regions while preserving consensus-based rankings and identifying low-consensus cells for manual rev...
Xing-Yu Shu, Andrew Zhang, J. Yang et al.· 0 citations
Suggestions are provided for the field to transition from individual and post-hoc XAIs toward intrinsically explainable designs where the reasoning logic is built directly into the model architecture to ensure that AI outputs align with human-centric clinical workflows and applications.
Kai Hu, Xing-Yue Fu, Yupeng Zhang et al.· npj Digital Medicine· 0 citations
The RetiAF score demonstrated a robust performance across multi-ethnic, multi-center datasets, and the potentials of non-invasive retinal imaging as a scalable tool for AF and cardiovascular risk assessment, offering a promising alternative for large-scale screenings and personalized interventions.
Yupeng Xu, Yige Peng, Yan Jiang et al.· npj Digital Medicine· 0 citations
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