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Author

O. Bruno

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Open access Sep 2026

Deep learning-assisted classification of phototherapy-induced cellular responses mediated by gold shell-isolated nanoparticles.

Photodynamic therapy (PDT) and photothermal therapy (PTT) can induce cellular responses that are reflected not only in viability assays but also in subtle morphological and textural changes in post-treatment cell images. Here, we investigate whether label-free optical microscopy images can be used to classify treatment...

M. B. Kobal, Sabrina Aléssio Camacho, K. Toledo et al. · 0 citations
Preprint Sep 2026

HiPerViT: A Hierarchical Perceiver-Vision Transformer Architecture for Multi-Scale Texture Recognition

Texture recognition remains challenging for modern vision models because discriminative evidence is often carried by higher-order spatial statistics rather than by object shape alone. While Vision Transformers provide strong long-range modeling capacity, their standard object-centric representations do not explicitly e...

João Pedro C. A. de Sá, O. Bruno · 0 citations

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